{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-02-09T14:54:07.633921Z",
     "start_time": "2025-02-09T14:54:07.630005Z"
    }
   },
   "source": "print(\"历史还是那个历史\")",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "历史还是那个历史\n"
     ]
    }
   ],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-09T14:54:55.190845Z",
     "start_time": "2025-02-09T14:54:53.493363Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import os\n",
    "import matplotlib.pyplot as plt "
   ],
   "id": "b28eadbc5ba8ceca",
   "outputs": [],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-09T14:55:43.827062Z",
     "start_time": "2025-02-09T14:55:43.760275Z"
    }
   },
   "cell_type": "code",
   "source": [
    "plt.plot([1, 0, 9], [4, 5, 6])\n",
    "# 展示图像\n",
    "plt.show()"
   ],
   "id": "c5f27a0766eaa457",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "raw",
   "source": "#设置折线图的颜色、透明度、线宽、线型",
   "id": "788b9cbda36d46d2"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T02:27:16.960458Z",
     "start_time": "2025-02-10T02:27:16.810554Z"
    }
   },
   "cell_type": "code",
   "source": [
    "\n",
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, color='red',alpha=0.5,linestyle='--',linewidth=3) \n",
    "plt.show()"
   ],
   "id": "6f29e2b3c0c06611",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 8
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T02:27:38.442954Z",
     "start_time": "2025-02-10T02:27:38.370473Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#折点样式\n",
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, marker='v') \n",
    "plt.show()"
   ],
   "id": "84435c374acda9a6",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 10
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T02:28:39.995890Z",
     "start_time": "2025-02-10T02:28:39.874961Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 设置的图片的大小和保存\n",
    "import random\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "#设置画布\n",
    "plt.figure(figsize=(20,8),dpi=100)\n",
    "plt.plot(x,y)\n",
    "# plt.savefig('t1.png') #保存图片\n",
    "plt.savefig('t1.svg') #保存矢量图"
   ],
   "id": "f8f013ef37ca1861",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 14
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T02:32:21.864684Z",
     "start_time": "2025-02-10T02:32:21.762946Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#  绘制x轴和y轴的刻度\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x] \n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 构造x轴刻度标签\n",
    "# 构造x轴刻度标签\n",
    "x_ticks_label = [f\"{i}:00\" for i in x]\n",
    "plt.xticks(x,x_ticks_label,rotation = 0) #rotation = 45 让字旋转45度\n",
    "\n",
    "# 设置y轴的刻度标签\n",
    "y_ticks_label = [\"{}℃\".format(i) for i in range(min(y),max(y)+1)]\n",
    "\n",
    "plt.yticks(range(min(y),max(y)+1),y_ticks_label)\n",
    "\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "id": "c58979add1078cab",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 18
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T02:33:00.445231Z",
     "start_time": "2025-02-10T02:33:00.308004Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 设置显示中文\n",
    "x = range(0,120)\n",
    "y = [random.randint(10,30) for i in range(120)]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80) \n",
    "plt.plot(x,y)\n",
    "from matplotlib import font_manager\n",
    "my_font = font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size=28) \n",
    "plt.xlabel('时间',rotation=0,fontproperties=my_font)\n",
    "plt.ylabel(\"次数\",fontproperties=my_font)\n",
    "\n",
    "# 设置标题\n",
    "plt.title('每分钟跳动次数',color='blue',fontproperties=my_font)\n",
    "\n",
    "plt.show()"
   ],
   "id": "37c11b9b9f43aa82",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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I9x/XFxZ+arnOAtmwkVnZDvqdZX8+LOZQuQJoWQeBG9ewDdx1l2+rPuUU/3NViEHkj+JagyxfuXLuvyGnEwVB7cQoCEi8FiKzQVL+4hdzPwfvCYDXxGAwGAwGg5EFJikZDAaDwWAwEgBFH8gekHqw0RKQWQilHIpcCLBt33dfNiGDrEVYc6+/PrkVG2Qksghl8iepWfrUU+P/nQpy+vvn/1s7QUmWXxBy+H2iHwPe+EY/oxDk4+23+x/7i79oEVhXXjnXjo7sRABW8ujP2rw5WUlJv/OznuUTZlTGAsUeSFvCv/6rnxEJkhfZmVC3ok0dRF473vUunxhEUztUp1ACwr4dzVtsB17fP/yDTxKTWhC/Nyz3SVZoIimhkm3P+YySlDLFOSAacS1RVkOq3U9/Ov5zYd0HsQ2lLO4/qD/xXskCat5oGREBpDNs/yCh0QxPDeNQmLa3viP6AEpR3BcUc4AGcljo2e7NYDAYDAZDBkxSMhgMBoPBYKQACsQoQMRAGYgimihAOMKuDYIK7d7tXxclDUHEJRGUgGw5DsgjEKVQP8bZiwEi7WSLekCGoUAGRBTIpYGB7OIc5FwCf/Znc5vQQQhCcYcinujrw/cg27vs7/63f+uX/BCBiMZuEHhXXeWTiJdcIsQzn+nbo+MABSUszbDg4/NRaoQMxSSyEeQcbNO//GVL+YhrCDIYTdcolYkjfqFIBFEYl9NJv3Pae0/ZkyBWQRzSzzj++OTPv+46/29Y+qHG3bTJ/1l472SQRJp+4xv+PQZbNxGUAEheRA5AZdyeDwrLN0hKZJvi+uG6MxgMBoPBYMjAcsw5g8FgMBgMRr0BizNIsnZSEEQW2rdhOSY1WxJJGVVlmgBqTKj7UHaSBCIp41STSQDJBPu4LMkFRSLUhX/yJ3Kfj7IeUlnqkLSwQYPovOYaIf77v307NmzHULKm2dXxb7CSg2CDFRnvZRxwTUESgpxFs3cUUCiCpIb6kGzuBChkQWrGZZECsNcDceQmXg8UqbC5H3OMf31gs5YBckUBtHIDaPKGJV4WUKGCBMXrArkOAh6N6VCN4h7Aa8H/4w/+Dfc2MkNhh48CJCnIX+Daa/2/k64Fg8FgMBgMRjuYpGQwGAwGg8FQAIgwIFo2Q4DdGAQOlHCwQcPW3A7YqG2RlERExVl121uf8dpcAQo6qOvaVYlJlm6Uu6QV82SV9sCqDZISSj9qk0aRC6zhaYpDet9gpQdhGWfJBlBCBFt+nGUaCkkoZaEYxHscBQg6KFD/+I/jvy9Z6ONUrYgV+K//8n8uZXjKZDmicAlKVtixqfH7+c/329xlAfUpFKB4fci2RLYk8lRxH8NKD7Uu/Xn3u1sWfsQhRAGLPtSqUKjiGuN9BOnKYDAYDAaDIQMmKRkMBoPBYDAUQOq7OJISQC4g8vqgsiPlnAuSEmo/kJSPe5xPbCUBeYUAsgFtAypNFPDYRpxVOgoQeCDmSDkYtZzLKPdQeHTLLfE/B+UxP/iB3+YdB2Q/gtSDkhaENAp8CP/xH76a8KST0kuMklStUDJCFYpSJRC+Mg3ruAdAakYJU9jRkVXa3radBhCnUQUryEj8Hm9609zPA0GLrFBY+9sB9S2UmFChQrEK+z3yXBkMBoPBYDBkwCQlg8FgMBgMhoaSMikDEoCq8KlPbRWIEEBaQmkXJSlBAsEirgqQaCAJ3/Oe9M+DwhCAxdkmYDGGYhCqyCTMzrohKeNyHb/yFSFWrEgnbAkgkN/ylvkfB+GKBnAQfvh+lIMJsg2qSxDT+H8oJqnQBtmVdD1AfL7//ck/d88e/++hofTXBxITDehZgFL1oov81xa12qN46RWv8BvY2y3pMgC5iZzLD3xgLnGJ3xVKyfe9LzkKAD/3+9/3Xxvs4gwGg8FgMBiy4OIcBoPBYDAYDEmgnRmNxWlKSiJq4gpDyO5LJCVIMLRUI9vvxhvTv2d76zI1T2flQKLAhBrJbQCZmm97m99ijUzI5cuTPxeErA6SFITbtvkKPRBlIIGRCwkgBxIZiLAmyxCcsDHHFfeghAf2+Asu8P8fKkDkfUI1+Hu/N5eYhpIV7x1KZ2C5RrHQy17mK2nTsh+BtGsGbN/uE7x4n0E4JgE/H9ZqqEg7O+f+G94j2MUpW1MFIIBB4uLrQIIjhxKFQR/6kP/fac3hRF7iuiDDksFgMBgMBkMWTFIyGAwGg8FgSOLqq/28PqjLolZjWRBJCYKPCByUnFAOIuzDMs3eyGQESQa1X5YlGPZ0EHeyBGiaIhLqOrR3g6yDJTrLtp6USSkLvHZcc+Dtb/cJsvPO89vCiQzDzwBBuGZNvDoyDlCgEmEYBUhOEMZ/9Ee+mhKqzKTrC3s03jMQpSDv8H6gPCgNyCiFSjKraf3ee1ukbBJJieZsWMPxO8O+3g6oeKH6REnRE5/oE+eyANFKZCviAv75n4V461v9///tb/33ANcHxG0UUJiCFEXe5+9+578ukMou81AZDAaDwWDUB0xSMhgMBoPBYEgChBTUlFAIggBSBQgwWKSh1APBpQO0Kn/5y34WYXvzdDtgL7/zTiEe/Whf2aYLfA/g7//eJ6agoMwi2gCyGsvavkHiogwHykRYiy+5RIijj/Z/7mtfG59v+KlP+YUuP/3pfAsyEYztPx8ZjiD52gGiEx+XVZ2CJES7OMhJELhpqkf8TnffnVzWE33PQE4SqRmXb4mCIBCAKK5JU0leeKGvDkWxEt6LtIKlJOC6fvazQpx1lq/8/cIXhLjsMv/9gT2eSoJAUMIq/4d/6P/bBz/o36sgevFvKAZiMBgMBoPBSANnUjIYDAaDwWAoACoyHYIS+M1v/L+POUbv66GKQ3EJ8g/bW5OhXAOh9NBDvroQRCqIUFibQTDpAt8L6lEARBOKYmQIyihJCWJXBiBSP/EJn9CDzRo2ZvxeyECMIyhBliI38dvf9u3I7SDSEq95YqL1cagzQVTGEXwqtni8D8gUxd9RMhE2bBB0KOEB6bl1q0+m4jWQcjYJ0WsFu3ecuhTN5s95jk/ittu8o0DBz+c+55O0uG+hupR9L6A0BamJr8M1/r//8+8jEOQghfH7UmnQRz7iKzVhMQcRj+uO+xRfj7bwJz3J/x6kJGYwGAwGg8GIA5OUDAaDwWAwGA4AIgeKSRTcoBgHRBUUaEBa2UySug4kEMg15DHGkY6w1KK4BZbo7m6fKEKpCog/surqAGpEqPHWrvUJKBXrLikYowRhGtBo/V//5ZOxIMCgFkyyW0PBCAs4SlpAaMYBlufDD/dt8WjOxvfCH1KxQtmoC3xPNGD/6Efz389XvtL/nVGuc/zx/rWDJR2EIuVdJgEFR3ivYdGHAjaKr33NV7Li50K9KZO/Ces6ynxANoMoxTX5939Pfk9g7wYpvGGDT3KiKArkY/R9AOkI4voNb/CbxP/zP4X4yU985Sa9JvyN9xJ5nsj/hLIS1wGk5+23Z79uBoPBYDAYzcOCQ4dM04IYDAaDwWAwGHHYtMkvHoHij3DCCS37tAyuvNLPBITd+XWvy86gBKGJvEyQRiAov/SlVsGMCYaHs1up2wErMF4/CC1VYjaN+IRyDwpFkG5ZrwnWabRVR1V8INBOPlmIZz1L/edDHQoSD03dUH2mqUphy4YlG8U+ICj/5V/SS2eigAIWpC0V6cBajp8J4hn3kCpAVH/yk35eJEhU2LJBNhKgwsW9AuUqyFUQpUmENN4DkO8gk5FNiTb7tDgBqCphFcc1B+EJ8hlN7AwGg8FgMBhRMEnJYDAYDAaD4RggppDrh/IaqBHjrMlxgPoO6jMo1tC4LAsoBN/7Xl+99rjHicIAqzFauLOyM1WAVnOQi0U0R0N9iPcS2YtpLd5RwH4PgvHNb1Ynah95xCcCoWb8y78U4ulPF0YACQllJcp7ogCRDDztaUIsW5b89dg1QA0MFSveVxDnstb/H//YbxvnEh0Gg8FgMBhJYJKSwWAwGAwGwzGg5oOqEjmCsGIzqgusnLPUrLaAJm0oRVeuFKUBrNqwjDMYDAaDwWDYBpOUDAaDwWAwGAwGg8FgMBgMBqNQcHEOg8FgMBgMBoPBYDAYDAaDwSgUXcX++Oqgt7dXHIa6RQaDwWAwGAwGg8FgMBgMBoOhjEceeURMTk7G/huTlJIAQbkNgVIMBoPBYDAYDAaDwWAwGAwGQxmrV69O/De2ezMYDAaDwWAwGAwGg8FgMBiMQsEkJYPBYDAYDAaDwWAwGAwGg8EoFExSMhgMBoPBYDAYDAaDwWAwGIxCwSQlg8FgMBgMBoPBYDAYDAaDwSgUTFIyGAwGg8FgMBgMBoPBYDAYjELBJCWDwWAwGAwGg8FgMBgMBoPBKBRMUjIYDAaDwWAwGAwGg8FgMBiMQsEkJYPBYDAYDAaDwWAwGAwGg8EoFExSMhgMBoPBYDAYDAaDwWAwGIxCwSQlg8FgMBgMBoPBYDAYDAaDwSgUTFIyGAwGg8FgMBgMBoPBYDAYjELBJCWDwWAwGAwGg8FgMBgMBoPBKBRMUjIYDAaDwWAwGAwGg8FgMBiMQsEkJYPBYDAYDAaDwWAwGAwGg8EoFExSMhgMBoPBYDAYDAaDwWAwGIxCwSQlg8FgMBgMBoPBYDAYDAaDwSgUTFIyGAwGg8FgMBgMBoPBYDAYjEJRKZLyOc95jjj55JPFhg0bxFOf+lTx61//2vv4b3/7W3HmmWeK4447TjzpSU8Sv/nNbxK/xxe+8AVx7LHHikc96lHiDW94g5iens7xN2AwGAwGg8FgMBgMBoPBYDAYlSYpv/71r4tbb71VbNy4UbztbW8Tr3nNa7yP//mf/7k4//zzxT333CP+5m/+Jvx4O+6//37xt3/7t+L6668X9957r9i5c6f43Oc+l/NvwWAwGAwGg8FgMBgMBoPBYDAqS1IuWbIk/O/h4WGxYMEC8fDDD4tbbrlFnHvuud7H//iP/1hs3brVIyHb8c1vflOcffbZ4vDDD/e+9oILLhCXXXZZrr8Dg8GoH3aNTorp2YNFv4xaYf/EtDgwOVP0y2AwGAwGg8FgMBgMRk6oFEkJnHfeeWLNmjWeIvJLX/qSR0geccQRoqury/t3kI9r164VDzzwwLyvxcfWrVsX/v/69etjP4/BYDBksW9sSvzeR64Tl9ywueiXUiu89os3i7++zI/0YDAYDAaDwWAwGAxG/VE5kvLSSy/1iMl/+Id/8KzdrnDRRReJ1atXh39GR0ed/SwGg1FdPDwyKSamD4rt+8aLfim1wra9Y2Lz7gNFvwwGg8FgMBgMBoPBYOSEypGUhFe/+tXihz/8oUcgPvTQQ2JmxrcFHjp0yFNHQk3ZDnxsy5Yt4f9v3rw59vMAZF5u27Yt/LNw4UKHvw2DwagqxqZmvb/Z7m0X07OHwmvLYDAYDAaDwWAwGIz6ozIk5b59+8SDDz4Y/v+VV14pli9fLlauXClOPfVU8eUvf9n7+Le+9S2PuHz0ox8973sgr/Kqq64SO3bs8MjMiy++WLziFa/I9fdgMBj1wtiUf0AyM3uo6JdSK0zPHORMSgaDwWAwGAwGg8FoEPwgxwoARTkvfelLxfj4uOjo6BCHHXaYuPrqq70Myn//93/3Gr0vvPBCsXjxYvHFL34x/LrXv/71XlkO/hxzzDHigx/8oHjKU57i/dsznvEMrxmcwWAwdDEx7av9plhJaRW4nrMHD3kHShjnGQwGg8FgMBgMBoNRb1SGpEThzS9+8YvYfzv++OPFjTfeGPtvn//85+f8/xve8AbvD4PBYNi1e7OS0iZgnz94yCcre7s6i345DAaDwWAwGAwGg8FwjMrYvRkMBqPMJOUMKymtAQpKEJTA2CTnUjIYDAaDwWAwGAxGE8AkJYPBYBhgnItzrCN6LQ8EmZ8MBoPBYDAYDAaDwag3mKRkMBgMC0rKKbZ7W0M035MbvhkMBoPBYDAYDAajGWCSksFgMAwwHhTnsN3bbrM3gRu+GQwGg8FgMBgMBqMZYJKSwWAwDDAe2JHZ7m0P0RIiVlIyGAwGg8FgMBgMRjPAJCWDwWAYgO3ejjMpWUnJYDAYDAaDwWAwGI0Ak5QMBoNhoTiH7d72wJmUDAaDwWAwGAwGg9E8MEnJYDAYBiASje3e9sDt3gwGg8FgMBgMBoPRPDBJyWAwGAYYC4pzojmKDDNMz0QyKSdZSclgMBgMBoPBYDAYTQCTlAwGg2GACcqkjDRSM+zZvVlJyWAwGAwGg8FgMBjNAJOUDAaDYYCxaZ9EmznIJKULuzdnUjIYDAaDwWAwGAxGM8AkJYPBYFjJpGS7ty1wuzeDwWAwGAwGg8FgNA9MUjIYDIaFdu9ptntbAyspGQwGg8FgMBgMBqN5YJKSwWAwbCgp2e5tDVOR4hxWUjIYDAaDwWAwGAxGM8AkJYPBYNhQUrLd2xpYSclgMBgMBoPBYDAYzQOTlAwGg6GJmdmDYRP17MFD4uBBJiqtZ1JyuzeDwWAwGAwGg8FgNAJMUjIYDIYmxqfnqvzysnx/+9fbxIevuVM0Qkk5yUpKRnnx4L5x8Wf/dbPYNTpZ9EupDXDg87avbxQ33Lur6JfCYDAYDEal8M//e5f4+s1bi34ZDIYRmKRkMBgMQ6s3IS/L9xW/2i7+82f3i7piKnIdWUnJKDN+du8ucd1dD4ub7ttd9EupDXbsn/DGuO/evqPol8JgMBgMRqVwyQ1bxOW3MEnJqDaYpGQwGAxNtOcl5tXwPTl90CNE62ovp+vY2bGAMykZpcZkcK9ywZP9538qp/GUwWAwGIy6ADFU+8amin4ZDIYRmKRkMBgMWyRlxKbsEhMz/s+lPMy6ga7jkv5uJn8YpcZEEPkwMsH3qS3QuFbX8Y3BYDAYDBc4dOiQt4YeHp8u+qUwGEZgkpLBYDA0MT7tExMLFvj/P52TshFKyujfdSUphwa6PaUaCooYjDIrKUeZTLcGUlCykpLBYDAYDLVM50OHhNg3Nu0RlgxGVcEkJYPBYGhifMrfRC/q7crX7h0oKenvumZSQkkJjLUVFDEYZQHbvd0dUtC1ZTAYDAaDkQ3Kxp85eIgPTxmVBpOUDAaDoYmxoNRlcUCm5Wb3nq73Jj60ew/0eH9zwzejrJgMCHTeDNgDKSjregjDYDAYDIYLRGNSoKZkMKoKJikZDAZDE+MBQTEUkpSHclZS1pSkDH4vUlIyAcQov92bCTVboHGU7d4MBoPBYMgjKpbgXEpGlcEkJYPBYBgW57RIyrzs3vVWGkUzKaOKVQajbKBncHSCNwO2MDVb72IwBoPBYDBcILoPYSUlo8pgkpLBYDAMScrFffmRlAjCpkbhuiqNWpmUvt37AKvUGCUFRS/wPWoPUzOspGQwGAwGQxXTwfwJ7BufKvS1MBgmYJKSwWAwNDFRgN0bYdhUIl7/TEpWUjKqoaQc4UgCa+DiHAaDwWAw1MGZlIy6gElKBoPBMC7O6cpNSRnduDeFpDwQKFYZjLJhMlRSMklpC6SgZCUlg8FgMBjy4ExKRl3AJCWDwWBUKJOS1JvRZuG6ga4jtaaPMQHEKCkmKJOS71Hrzz+TlAwGg8Fg6GZSst2bUV0wSclgMBiaGKdMyhxJyqh6sq7FEsik6+5cIBb1+gpVVlIyyq6kZJLSAUlZ0/GNwWAwGAwX4OIcRl3AJCWDwWBYU1K6z6SMqieJIKnjIqu7s0MM9PgkJSspGWUFHRpA9cfKP/vXlMFgMBgMhlrxHLCP7d6MCoNJSgaDwTAgKbs6Foj+7s4c7d7NyKQESTnY619XVlIyyopo/ALnUtoBHfZQKRGDwWAwGAzFTEpWUjIqDCYpGQwGw4Cg6O/pFN1dHTnavSNKyppu4ucpKbndm1FSRA8K2PJtBzSOgqw8eNC9Op3BYDAYjNrZvcc5k5JRXTBJyWAwGJoAeQYVZU9nR35272gmZU2VlFOzh0RP54KWknKynmQso/qIHhQwSWkH0XGNcykZDAaDwZADZ1Iy6gImKRkMBsPA7j3Q0+lZvgtp964pSTk9c9BTp/Z1dYoFC1hJySgvovELTFLaQXQcZZKSwWAwGAz5Q/5oJuWhQ+xGYFQTTFIyGAyGJsY9u3dXznbvaCZlve3eHR0LxEB3J2dSMqqhpJxgktIGmqAWZzAYDAbDxSE/FXpi/owepDIYVQKTlAwGg2GopCzK7l33dm9goLeL270ZpQQUCngeofYFWElpB9HDnrqqxRkMBoPBcDV/Hrao1/ubcykZVQWTlAwGg6GJ8YCkJEItb7t3Xa2QOP1FJiUw2MNKSkY5gecPTqqlAz3e/zNJ6cDuzSQlg8FgMBhqJOXCgKTkXEpGReFXpzIYErhl8x6xbvlgeDrDYDRdReXZvbs7RVdAqOVu966pkhKZOqGSsqdLHOBMSit4ZGRSbNl9QDxx/bKiX0otQM/i8sEesefAlDhQIpISr+WWLXvF0487TFS6OIdJytrjtm3DYulgt1i9dEA0GTv3T4jt+8bFqWuXFv1SagOMH9f/9hHxzBNWigUkeWc0Gr/dOSJu+N3uzM/r7+kUZ59ypOjr9gscdTF78JD44V0Pe/cgIozyyqQMlZQNJikfHpkQW/eMiSes4zVvFcEkJUMKKK74k/+4SbzyyWvFB190YtEvh8EohYoKi4/+vO3ec4pzZmtv90bD98Mjk0W/pFrgU/93j/j6zdvExr97tkf+MsxAhwTLBn0l5UiJMim/cctW8YHv3CGufevTxLGrFokqITqOMklZf/zpf/5cPHHdMvH5Vz9RNBkXff8eceXG7eL2D/5BOP8xzHDNbQ+Jt1y+UXzt/NPF6ccsL/rlMEqA9377dvGLzXukPhcEJYhKE/zfnTvF+V/6pbjkz56cy6Fhu917uMF270//373i8pu3ils/8BxjspmRP3iXwpC2tWLjsPtAcwc7BqP9mQDytnvPKZWoqd3bIymDMiKQadzubQe7Rqa8ewZB6oFDmWEhemFFYKsqk5ISrZ4A5uxjRbUQHdfqehDDaI31UPo8uG9cNB17x6a8+R1/mKS0g12jk3P+ZjAe2j8ujl4xKD784pMSP+f27cPiH/7nTitleDQX7xubyrU4h5WU/piK9QT2a0xSVg9MUjKUlA1EzDAYTQdKc4D+7q587d5RJWVN7d64jmEmZW+nd60PHjyUi1WmzqDMxDzu00bZvReWL5OSFIhVnLPZ7t0cELGPuISmg8YT757nVCWr6zQbZBOjHtgzOiVOXbc0VVlLK80pC4dkNIflNZfNy6QMSNJGj6m85q0k+KiOoTTo0YTPYDQdY3FKypmc271ruIFH1ud0WyYlgPxPhhmIRGPixw5I5Ud27zKSlFWcs+e0e/PmotagZ2b3gUlv7G8ySJnN47M9UJ51mcZmRnHAoR2KGJEjnQZy8tggt0KSMqe5jDMpEw5+GJUDk5QMKdDgOsZEAYMxZ0MxJ5PyYM7FOTW0QpJqO8yk7PEtGlyeYw5WUtoFbPPAYE+X6OvuKNVGOJyzK/jcsJKyiWPSIbG/4Wo33lDbx9hkoKQs0djMKA44DAGWByrDJNCa3sazSHNxXs6n9kzKvGzmZQQpYeso6GgCmKRkKA16ExVUZTAYbu3e0XbvQ7mRowt7u2q5maGxJlRS9nbN2WwwzK2VedynTQAdEoCgXNjbXapMynDOruDBYpREr+MYx2gh+sw03fLN1kT7oMPNMo3NjOJAYwy5H5LQGyopD1nLiMzruab5E2pRFNqzkpIP5qsKJikZUiAb69g0T/QMRlShBLt3V5CVSIuRPCbdxX1dtTwdpMVET1eQSclKSmugXC5esNkBPX+9XZ1iYW9nqdq9Jyts945uDOs4xjFaiD4zuxtebkJ500zM2wMrKRlR7B71ScoVQY50Enq67Csp886kxLpkqL9b7GtwuzepV3lMrSaYpGQoDbJVDOFnMFyAngXYvRcsWODZQ2ZysXv7P3dxf3ctN/A01rRnUlaRbCkTkPc2GhC9rNSxuwDuhZKyr6tURHqVMymjZQW8uag3DkQU8rsCAqGpYCWly0zK6o2DDPuglvflg+l2b1p/WiEpc45xmApERd1dC8QSkJSNVlIGBz88plYSlSEpJyYmxDnnnCOOO+44ccopp4hnP/vZ4t577/X+7bTTThMbNmzw/px44okeYXDrrbfGfh/820knnRR+/vXXX5/zb1JNcHEOg5FUnOOTaLB827CGyOTg4ZS3t7tzTtN3bTMpewMlJSshjO9X6qXIQ/HbpAUwFAuDPV2lapAN270rOEZE4whstKsyyovRydYGmu3erKR01+7dXKKGEWP3llVSzs5W7vAhGpk0NNAjhhvc7p23ipVhF/7uuiI4//zzxfOe9zyPaPzMZz4jXv/614sf/ehH4uc//3n4Od/85jfFBz/4QXHyyScnfh8Qk0uWLMnpVdcDNOhhwwNFDt4DBqPJoBIp2L1pQZCP3XvWy8vp7eyo5ekgXUNWUtpFlOTlTEr7SspFUFKWSK1T5eIcrDewxACpXscxjtFCVOHWdLs3FXHxhtr+vFemsZlRHHYHJOWKDCWlC7t3XqIC2q8jhgpKynt2jIimgu3e1UZllJR9fX3i+c9/fkiOnX766WLz5s3zPu8LX/iCeN3rXlfAK6w3aNDDpoEWUgxGkzERsXsTqZaL3Xv6oOjr7vSIkbzaAgvJpAzKiFhJaQcjc0jK+t03xSopUZzT5W1G6GNFo8ruB2woBoPDiTqOcYwWoupjIhCaCho7eHy2Bxr/ovMfo7kI7d5ZSsrgkHy6osU5eP3gS5YMdHvioioW6NkAR2hUG5UhKdvxqU99SrzoRS+a87GtW7eKH//4x+Lcc89N/drf//3f9yzjb3vb28SBAwccv9J6gDIuqmofYzBctnsTqZaL3ZuUlF0dnEnJkEaU5OUFmx3QgR0ODQaDFvqyKHZIOVDFzQnuT5C+9N+M+iKa49pkknL24KGQEKnjvF4USEnOh5wMsntj7UwOqCyS0qqSMq9MytlDojs45IeSEtjfUMs3R2hUG5UkKS+88EIvj/LDH/7wnI//13/9l3jhC18oVqxYkfi1W7ZsEb/85S/FDTfcIB555BHxzne+M/bzLrroIrF69erwz+joqGgyoie7VbSPMRi2QU33tNjpysvuPX0wICk7vcXPwYOH6plJGdhtBgOSskylJFVXLLFSx4GSss+/T8uSS1nl4hzcn6Sg5s1FM9q9OxY02+4dVWAzMW8PdGjE7d4MavdesbA3M7Kso2OBZ5eerGBxDvYhtH5GJiWwr4EkJaLp8r72jIaTlB/72MfEFVdcIb773e+KgYGBOTfjF7/4xUyr99q1a72/BwcHxRvf+MbE4hyoLLdt2xb+WbhwoWgyoptabvhmMOa2ewM4ucyD/MGiCcqtVrB3vSbfaOg3MBCQFWMlUahVFdFNGpOUdkAbGBwYLAzI9JFIEUgZXlsVSUpsKBb2+QoQVpXVG6RwO2Ko3yMQmoporAFvqO2pU8n5xSQlg5SUWVZvAtbYNtbX9DznNZdhfUfrZ1JSNrHhe+bgIUEajrrtk5qCSpGUUDdedtll4tprr51XfHPdddeJmZkZr/U7CXv37hVjY2Pefx88eFBcfvnl4vGPf7zz110/JWX1Nj0Mhut2bz+TMo9275bdu46beFKjhpmUrKS0T1JG4jsY+iArdV93S0lZFrt3WHZXsfkaxAKG0UVs927MuAQy4PChvkbbvaPzOB8i2UE0mgpEEZO/zQbETMikXDYoT1LacEfl3TBNmZQAMimBfWPNG1t5TK0+KkNSQs349re/Xezbt0+cddZZYsOGDeK0006bU5jz2te+VnR0zP2VLr74YvH+97/f+++77rrLK9xBHuVJJ50kdu/eLT75yU/m/rtUEdGsPSYpGYyIkjLIpARJmcciBBMvlFstknK23pmUrKS0TlIy8WNfSUmZlKMlUVJWtd2bxlCye3NxTr2BeAQQ0ssHe8TesanaxZfIIpody2SaHbTnUHIuZbNxYGrWm7OXZzR7E0D02VRSThWRSUkkZQPt3tHrzWNqNeGvqisA5ELiFCQJX/3qV2M/fsEFF4T/fcYZZ4hbb73VyeurO6KnSVUM4mcwXJzSgyjsRJhWrnbvWU+5Fdq9azb5hpmURFIGJDArKc3Adm/7IAKtt7sjVP6NloRMp3GhakpK2hQu7PU3V0yo139cAsEPCyZUtMPj02KppNKprqqfus3pRaGdlMS91sR7i+FjTxAnsULS7m1LeBAqKXNs96b181C//7sON9DuHRVw1M1x1hRURknJKBZs92Yw5gIKJcqjzMvujYMaNAr7SsrOWk6+YSZlQMKikAhkMKsgzMDFOfYxESyC+6JKypIV50Qtj1UA3Zv9PR0C3QZTNVOKM8Q84ghN7qRu2n2gmeU5XJxjH7RXIdcJlTQxmoldwdgia/fGfTNVxeKcaCZlqKRsoN2bc34rDyYpGVLgdm8GYy6gUCKVH9CdQ7s3bV6g3Art3jWzQ9JYQ5mUAAggWHUY+oiSvKRWZZgBzx6INKioW5mU5Zgf6T2u2qEibSZ6Ov1IC95c1Bt4XvDsUJnFroaW5+DwkcD3vB3QWLxqcZ///7x3aTSomGv5wl75TEoLBwb0PfKKZoq2eze5OIczKasPJikZypmUVVNmMBgugM3/XCXlAucKCJp0odwCUel/rF7PI23Q6CQYGOjp5MMRQ4xEMyl5E2wFePZApC1YsMBTg7Vf5yIRbRSFjbZ6SuoF1jLBGOUFnhc8O6RuQvtuE8FKSvugA5qVi3pLpXJnFIM9gZJSpd3bhlOpiExKOuQfIpKSMykLfS0MPTBJyZAC270ZjLnAc0DN3nnZvSkPFgQltffVPZMSGOzp4uIcq0rKet0zRaqf+gI1NZGUZVBSIhYiSnRU6WCR7s3eTuTudtZOKc4Q8xqX8eysCNRNu0cbavdmJaV1kHKSlJTRXGZG80AqbZR0SWdSzlbb7o24pEV9XY3PpOSDn2qCSUqGFKI2ViYpGQx/4z9HSdnV4SmWXKqWwqKOrg7R213zTMqokrK3k61ahuDiHHdKSqBMmZTtC/IqqZBpPMPz79m9+V6tLYjQp+KcRtu9oxvqms3pRYEONg8jJSWTlI2Gst27BsU5lEvZyExKVlJWHkxSMqQQ3dRyuzeDEWRSRknKoOXbJQEU2r27/by26Mdql0nZFcmkZCWlMdA63RXeo9Wx/5YZePaowIqUlKMlIATbF+QTU9UZI+jehNUOf0w3F/snpsVT/uk68Z1ND1p6hQxbINIISp/G270jSko+RHKjpCyDyp1RAru3pJLSViZlGL0yXRBJ2d/T0ExKVlJWHUxSMpQzKaukymAwXODgwUO+krKtOMf1BiO0e0NJGbZ714u8o8UEijMIIIOx4YCNlaGH0YlpsWTAX5zzgs3e89gXZMN2dizwxoMyKCnbSeix6eJfk04mrY3inG17xsX2fePimtsesvQKGbZJysGeLrEsGJua2+7Nqh/bINfXqsW+co7bvZuN3QemxGBPZxjRkgUbh2TR9dZkDusurJEx/0cP+aGkbKLdmzMpqw8mKRlS4ExKBmO+Navd7g3MOFSp0UYGBCUWUHWcfKdngkzKqJKyt0vARV831WieODA5K5YN+iHqrlvom6ikBNBSXAa1TvuYUKU5u1Wc4yspTZ95OsTZtHWfldfHsAd6VvDcIDtt6UB3Y+3e0cPGPMiMJt1fKxexkpLhR0nIWr3J7o2ceYgSbGVSuj5oj8t0R3kOCsqaptDmg5/qg0lKhhSiDzhsrgxGk0Gb/vzt3v7PhXqr7nbv9nZvgDcZZqolUlI2bbHqlqRs3aewfJch94zma7KgV2nOnooW53TaICn9r39weEI8vH/Cymtk2AE2zsDCXn98h+W7qXZvlHAReEPtRklZhrGZUazdm2IlZBAKAQzWSzOzB70DdoLrqJ249TOUlMD+hjV8zykj4zVvJcEkJUNp4IOdrUqqDAbDBWjT397u7XoybBXnRDIpa5YRG2ZSRhZZRLbw2KMHKAFgl4dSCeAFmz27d29g9y4VSTk7GyooqvbchHbvrgWB3c7stUcztDdtGzZ+fQwHSspe/z6Fyqmx7d5cnONcSVmGsZlRDKBgRHHOiqCgSwa0BjU5KGtfa7lee8WSlP3+77yvaSQlj6mVB5OUDOmBDwM2FE1VUmUwGC6APEpgTiZlLnbvIJOy27dC+h+r1+Q7Fauk9ElKbvjWw9j0rIDLaFFft1eeMxVY6hlmwLPXF7V7l4WkDN7fFklZ/GvS2WTZaPeOjo8bt+41fn0Me6D81sFASQkCYe/YtKc+ahqi9ykr3e2ADmcQJwD3SRnGZkYx2D8+41m3lw8q2L2DNbbJ80jxRQTXooJWpvvcTEpg31izVOo8plYfTFIypItzujsXeBl8RNAwGE1FcXbvqJKys5YnhC2SIppJSXZvHnvMFEtdHvnDCzY7ygw8e1ElJbJTQbwUXfBEGxXanETVhFVSUlNxgcn1jG5UNm1lJWVZ270BsmKCqGwaos9o3eb0ooBDTRwko9QMcx/HxTQXVMi1TEVJaSH3fTJwNeSnpIzPpASa1vDNmZTVB5OUDCmgaAFKMZAyVVJlMBguQM/AnOKcHOzeYbs3Mim766mkbBXnzFdS8tijB2o19UnKBUxSWj4wIIBsgVqj6GeSFuTVtnuDpOz08rxwTU3HzAULYPfeZ1yCwHDQ7h3EeZDKqYkN3zRmYI3NcRx2MDY5Gx5wYu7jdu9mN3sDyxUyKcM1vYndu+1rXZNlVIoYXT9TFnmTScqi12QMPTBJyZACNrUYsHEqyXZvRtNBz0D+dm8iRqLFOfXPpGQlpR0yALY3qAOYpLSXDwsbYft9WrStkDZCpKSsFEkZjJ+ektLCJpHGzMccvtgjKe7ffcDSK2XYsntT5jDlxSE7rqnjCQ46WPVjT0lJB5wgwjkuprmgMWWFSru3heKc3EnKlOKcpmVS0rW2ERvDKAZMUjKUMimhHEO+GYPRZIylFOc4tXuHxEinFStK1TIpWUmpB7K5YaOG60pEEMNCPuycTEp/M1C0rZDGoKEgML9KB4ukBMH4ZsVuF6xXnnz0Mu/vTVv3WXmdDHMQaUQk5bJQSdk8knIiGE+QG8wbanvrNIrk8fKCWUnZWIR2bwUlZa+F+Yfs13llyMdmUgaOiuHGZVLSmNrFB/MVBZOUDKVMSpAFVVJlMBhu272jdu8F+dm9PSVlZy1tDFhMIN4TOVKEweA6H+CxRwtkc1tEmZQ1u2eKwERwYEAbGWBhoKQs2lY4WWkl5dzinOjHTK7FaUxSlg70nIR271BJ2UC79zTcSgs8ZXbdDh6LAg6L6N4qS6kZo1glJY0xMgiV/BaUlHQQ43q9HptJ2VAlJV1r7+CHx9RKgklKhprdG3k5MwfFLOc6MRqMsN07JpOSFgnui3NqmknpHYjMnZoGggXeGG8yLCgpOZPSqpIyEvlAG5GilZS0qaJMyvHpmeopKSMkJSnITZSUj1650FPRbNzG5TllAZ4TvMc03jfa7j0z683ruO95Q+1ASempqZAXXJ0DG4Y97DmgbvcOhQcmmZRBcQ6tDYqweze2OIcjNCoPJikZSiTlQLAh44ZvRpMxFpdJGSwKZpy2e/s/F2qLOmdSRvMoAVZSWsqk5HZvJ/mwBFLtFK3YaS/OqZLdO7SrdS2IZILNGr9PiMg4ZfWQuPPB/bUbM6sKPCfU7N10uzc21JjX/TgOHp9NcejQIS9OYDCSSQmw5buZ2BWos5cGJTIyQHGbrUxkGuect3tH4lIIOPwAWd80JSVda6x7maSsJpikZCi3ewOcDcdoMsaD+z/O7u2SAGpZTDvFggULaqm6wO8TbSYEWElpj6T0i3NYCW8zeoFAG5GiSUoag/B+IzWhqnZvOqwwUYtH36dT1izxvv+dD41YerUME4xOzoYKI8pOw/3aSLs3KSkxPtdsTi8CWCsdOoS1Q2cYdQJw+V4zAXX24qA4UBb0uSZrelpr5aWkbGVSzv09MbY2LpNyetaLjYKYhNe81QSTlAzpTEoE8fYFpEyVlBkMhjMlZYzd22UpScti2hFuvOtn9/azuaJgJaW9dm9W6thBVKFXViUlNlnIka6S82F65pDd4hxSvHZ3ig1rlnj/zbmU5cDo5HT4zAAdHQs8NSVZM5sE3Kd+1jSPzzZLmQYDJSWRRCOTzVKTMXxgTFGxegM25h/6WjrAdK3iDzMpu+auoYcGehqnpKQxtScYU6GuZlQLTFIyFO3e1LJbnU0Pg2Eb1HAf1+7t1u4dECOBDQVkpUleW2UyKbnd2wgH5ti9OZPSbrt3R/kyKSMkJQ5SqjRfk7V7TnGODZISSsrVTFKWCQfalJTA8sGeRtq9ofgFkU5K94Oc+26EsUAxSSQ4/c1Kyua2e6s0e0cbsm0W5xSRSUlKysZlUs7Mzj3s5HVv5cAkJUONpAzt3jzRM5qLuHbvrlzs3rNiwYKWtRyWjiZkUmKRgd+ZNxh6oByuMJOyZurbIhBGL8QU5xSdexa1fGGMqtJ8TUpKz+4dHMaYqMWjZPLSwR6xbvmA2LiNScoyAM/JPJJyYU+YH9dE1U/LkcFjtB0lZas4h9S7jGYBhD+UlCrN3gCRW5M2inP6CiYpB7rF/onpRpXeTpGSksZUXvdWDkxSMpTbvaM5TwxGU0lKkIVRFVU4ETpu98bPRB4lESR1s3tjc9a+wCI1JSsp9QD7MbJ5UMyA+5TzeSyWWEWVlOFGuNj5cTKqpOzuDDN0qwDaZJFNy3RzATI5OmZCTXnfIwfEcMOsb2V8fjDW0zNDWL6wV4xMzDRuQxlaE4O5j9XuZqC1AuVZhwdIfNDZOMDmDG4OY4sKejrNi3NaSsruXA4fQhdFDEkJt/PIxHTDxtTOMOOe173VA5OUjEwgxwEPN9o2WUnJYPh2b2z+aeObm93bawBtKbe8/Kqabea8A5G2PB1SRHAmpT5JieuH+5UyKTmfxwyTMUrKViZlsRsBIjh6goPFKmVSTkaLcyzYtPxCktZSF+U5wG3bho1fK0MfpIqPZlKS3RtoWi4lDv4xt9sg5hmR+4uUlCVRuTPyBxVx0diSZ3EOiRYW5aakbDkRohjq93/3Jlm+2w9+eEytHpikZCgNeiBmAFY0MZoMKJOiVu/c2r3bNty1LM6ZmZ9JSYoIbvfWAzISF/X5J/l0qjzTINtPXu3eg0F2atGxBHOLc6pm9z7oqX7xx0omJZSUESJ5w5oh7+9NbPkuFJTbSq3LBCISmmb5jpY8AGz3tqukbGVS8hqiadg1OmVEUtpQUhJZPpmb3XvBPCUl0KTyHFx7vIc21hGMYsAkJUMp44Ls3tzuzWgysOmPNnsDRKy5tBR4G+4gpw3ABFzHTMo4knKwYmRLmTACJWVvZ25kelPbvUGs4T7F9S5NcU53V6Xmaz/uIcjctWH3noFCrTWePO7IIe99+vUDTFIWCVi6Y5WUgSWzSUpKuC+QFUfFOQBvqO0qKUnJVvTYzMgfNJao2r1pHrJi9w4OiXMjKSOHp1ScA+wba864Si6K1sFPddZBDB9MUjKUSMpWyy4/7IzmApt+aronhIH3Dhch7dZFEJZ1U1KCpGjP0wEw9lAYPkMNUI+Q3S3MPAsKShjmrdFRgHQZLTj3icYgKruDarYqpEf0kKI3+NvkIKb9YAek8gmHLxIbt+7jyIMCQWN5e3EONfCijbcpmKADD7Ym2ldSBnsWVlI2FzSWqCopQwWehXbvvOze0dK8OCVlk7KYw0zKcB3BY2rVwCQlQ2HQa2VSVinjqghgIvrkD+4Rww3K/0jC12/eKm743S5RJ+D+n6+k9E9dZw66bPeen0lZt4nXJyliMil7O8UYh95rATlctEnj9lh3dm8ARSBF272j5TPhnF2Rg0WQ53RNbbSrko02ig1rlnh24oeGJwxfLUMXlA3YTlKuCBp4dwcWzSZgksaSoNgM4PHZDJRfTQ4CzqRsLkK7t25xjsGzSHMxxVo4JykjB5Si6ZmUXtRLS0nJxTnVA5OUDLVMyopteIrCTfftFp/8wW/FNbc/JJoMKGDedcWt4h1f3+S0UCZvQEk8UITdu23DjQkYi5I6KYJw/ZLavbFYZIWJGg4ePORt2Ogkv3Wf8nW0bfemzTCKispQPkPFOcDYdDU253jtdI/ayOejQpIoqDxn01a2fBcFst3GtXsDuxtk926pstnubQuUXx0qKYNxcJTdGI3DHlJSBgcguWZSBnMXHRK7jmfKzKRsEElJrixWp1cXTFIypILsKeOC273lQErTpl+nbXvHBfo5HhyeED+482FRF4CkpxKp3O3ekXy1uqkukMuFP+15OlFFBB+Q6NkqB4PNGjWnM0lpBtpszFNSloCkxBjU1bFAdHQsCMepqjw3WG+Edu/Apj3lQEkJbOTynMJAttvBJLt3g4pzSJWN7FQmKd0oKbuC4k9WUjYPUGUvWCDE0oGeAjMpi233bhXnNOPwh3N+6wEmKRlqxTm04amIKqMo0GBYt1ITVWzZfSD870tu2CzqMvmBFCzC7g37Ql8kX4028XWxfNNYk5RJCXAupRqIMKNFcphJySSlcfQCEG2ODjMpJ2cKVTdTqyVQtYNF3Jc9Vu3ec3N8gUcdttBTVrGSsnx278V9Xd5c2ii7d0RJyXEcbjIpaWzmTMrmAWMJCEoUpqnABrlFz3Zo93b8XEdL86IggrYpEWTRzHAuzqkumKRkKGVS9ldsw1MUiAAAqdRkbN415v29Zlm/uPG+3eKenSOi6hgLVA/tdm+c1LssJIFtF89iVElJ/12X+yzJqhK1a9HmgyEH2pQRGdBS/NYnIqBQu3fbZgCbEZzgF3lwEC2f6Q826VXJkZ6Ks3trXksQxe05vgA2qyetHhK3bRv23itGgYcnbSTlggULxPLB3obavaP5afWY04vC6OT8dRoiT4pWuTOKKc4hhbYKbDyL9LWkGHevpIzPpMQciPFlX0OKc+aMqbzmrSyYpGQoycfxsGOBzyRlOmgimmAlpff3u5/3GO/vS2+svpqSbJPRE/o8FGp0WBBtqiWFUF0Uu0lWFWAgbOesx++aF0baFEucSWmv7AJzIR1OEGgzQte9CFRaSYnXHhxSmGZJtcbM+eMJcilhCf3dI6NGr5dhR+EdBQiFRrV7h3Zvn0gA2JponkmJMTC6loD1u8hxmVEMcOCh2uxtK04pqmzEn/xIyvkH/bB87x1rxuFP+3X3PsZr3sqBSUqG0skMTrkHujsrk29VFGgwrIvCTRf37x7zcpae+7jDxUlHDYkrfrVd7J+o9kke3ftJdu9pR8qcaG4VoW5ZK0mnwFElJdu11ECkbqvdmzMpbWAiJuswSroUeZ9SYDzQaveuxnMzFWP31h3fojbadmxYHeRSPsCW7zIovKNAwUUz7d4t1U9dIlyKAmJhaM1AwL3GcTHNAuKZUBazQrHZG8B+F+sl00xK5GEiI7q3s8P5c5120L+kv6dBdm/KDO/k4pwKg0lKhlJxDpEzVbGOFZ9J2exBEUrKdcsGvQKH885Y56l5vvXLbaLKIEUSyPoooKrCYoSeF9uI23DXLZMyKU9nbiYljz0qGJ30F6XU7s2nyvaUlO024ijpUqStcCpCoNJrrMqcPTWnOMfsXo072Glv+ObynGLbvduJJACEAubZphyGYyyh+JY8CviaANw/7W6Xhb3dXhZqkXnBjHyxJ1AO6ti9ARBcJutrii8B4Ynn2/VzTXNlHEk5NNDdTLt3zcQcTQKTlAylTEpSZlTFOla8krK51wlKLbR7r1s+4P3/H55ypFg60C0uvXGLl69YVVBpVLuS0jt17ehwplAjVW5UvdWyezcgkzJo6eRMSr1srsGedrt3dZ/BMiCuNbpMJCW9z5Wze88eaikpQ1XZrNmYGUMmHzHUJ1Yu6uXynAKVlChibI9LmNPw3RDLN1TZAErxWjl4PD6b3l+0ZiAs7O0UMwXnBTPyBSmyoc7WgalF2zswpIxlEJ6OD4chkoBgIq4kaEl/t9g3NlXp/Zfq3B+NfGD3UPXAJCVDWT4OZUZVrGNFgZWUQmzfO+6VEqxfMRjeNy9/0lpx/64D4vp7d4mqgjb77SQlkWvO7N5kX4hsuMP22+kGZFKSkpIzKZUwGsQrkA05XLA1eGyyAaj04khKstVTe3HRlumW3bt6xTlQ4JvY7aJqinbgUAlqyrt2jISKS0Z+wPNBz0o7iFBoiuU7qqRsqX74nrSupAzmQC7PaQ72BAVcyzXs3gCeRxNyqz2+JI9MyrhDfsqkxPZktAH7d2ryZiVltcEkJUM5J46VlCokZXOv0+agNIeUlMC5p68VOOC79IbN1bd7x5GUWNDM5Kmk7KyVdTc1k5KVlFoge3yrOIczKW2N8Wl27yKzz6LFOf3d/uupwpyNQy38IQWlqd0uWkgShw1rlng/7zcPDmu+YoYuQBRRBEU7Vgz2ziEY6o5olAvHcbhTUhIpzrnWzcGuUV+NrVOcExKLhsU5UZLS9Z4QB/1x62dgyYB/DZqQSxl1UZjGxjCKA5OUDA2SsqsyqoyiELZ7N7g4Z8vuMe/v9ct9JSWweumAeNZjVonr7n5YPBD8e2WLc4LNfxRdLu3eYRB0jN27JvdZK1qClZSu2r1tNFYysu3ehbZ7xxTnVIGkpLEzmkmLTYYLJSVwCpXnbGWSsgiSsp1Eard7E8FQd0SzU7nkwRzInIxTUi4qwdjMKMjurUlSYt9ravemvXMeSsro3N+Oof5u728UCTUxk7LJzsaqgklKhkKZha/A4eIc+c0WKynnKimBV5+5XiC3/Es3VVNNSfd+nJISua2uSEoivKOqINjD6jT5hiVdcZmUwYaDlZSaLbrtdm/OPLNg9+4sZ7s3Nkbz7N7lf25aof8LrCgp4w52ojhp9ZD3N+dS5g88H3HN3lG7d7OVlDw+m4wjyJ5sL2ViJWXzYGz3NiUpI3ZvPN/52L2TlJQBSTk+1SiSksvIqgsmKRnKOXHY9GABwA+8RHHOTLOVlJjgjxjqn/PxMx+1XDx65UJx+c1bK6nIzbR7O9pcxG24TYslSjvWxLV7B6qbIm20VQTlb4V277CYobljkzUlZUxrNMoZis49w3tLY0MfkZQVOFhsHVJExjgD9UlacQ4pS445bFBs4obv3DGaRlIGdu/djSMpWUlpA2OB22Kg7f4qQ6kZI19Q+ZaukrLXcE0fnYs9wnM2B5IyEBS1Y0l/T4OUlPMzKXnNWz0wScnQyqQEqkgw5b3obHIgP5SUa5b1z2uZQ2HBq89YJ/ZPzIj/3rhdVA2kSIrLOevqcKekDDcyc5SUnbXa0KRmUpKSku3eSsCGDPclkducSWlvERyrpOztLnQjjOZObKro/R7orpLd+9A8u7dJJliWkhLYsHqJd6DWFNVeGYD3Be91lpKyKXbvsDgnqqSsyZxeBOggs11JySRl87BrdMrbg5DVWRV+jqS9TErnSsqZQxJKyulmqdP54KeyYJKSoUwcEDkzNs0TfRKa3u6NMoKte8bm5FFG8UenrvYWjJfcuMXLD6qNkrLTXSZlmFsVl0k5U/9MSuR1LVjASkrdFl0cDgBhiHhN7pmixjePCIxTUlKDbEG5Z+EzFLzPXZ2+OqsKh4phtExbcY55JmW8khLYsNbPpWQ1ZX6gZyOp3RtzK8b7phDHdJ96mZSh3bv8z2v512jc7t10YAxBxm1Hm1hCLZNy1oykjGRSul6rR5Wb7SCidnhsqpGZlLzmrR6YpGQoEwdVCuIvPJOyJoUmqnhw37i3iV+/Ip6kBEH5kiesFnc+tF/cvHmvqMMCGOhxaveOUVKGJOVs7ZWUINkGe7p43DG0VXImpTnoeeuLIb9IuVjURjgu1xE50lV4btoJVgBEsO7mIlpIkgQqz+FcyvxA5WdEGsWN9bB8U+lF3dFS/HZyfpoFUOYkt3szdo9Oalu9bbd7Y72OA078cQW81kwlZQPs3q0ujUiEBruHKgcmKRlS8nGAci6InKmCMqN4JeVso0tz1reV5kRx7unrvL8vubFaBTq08cXGP1e7d2gJm2uFrNOGpkVSxp9644CENxhmBRUtkrIe90wRaGUdzl9CQbGB610USUm5jlGiD8/NWAWiR6biMim94pxZZ0rKE45Y5P0MJinzw8ikv0leGHPQF7V8g2BoAiYi4wnN73yIZP8gmdq9i1K5M/IHDjooPkIHmBtMnsVocU4e63W/OCchk3Kgp0F275gIDV7zVg5MUjKU1U393dUJ4i8KNBjS4rNp2Lx7zPt7XYLdG0B5zlOPXSH+9/YdYsfwhKgKCrN7h5awqJKys1Z279aBSPzUBPKnCoqwMmEEJGVEscQkpTkmMrIOoeApWknZ09kaJ3CgUoV27zgltZ3inOSlLsbQxxy5WGzaNly56JGqgkiiJCUlAPUTinOa8J7MKXlgJaVzJeUo51o3AniusP6hIi4d9BioHzF2eSRl8EznEbUDQjVJSYmMVggpmqCkjM79yCTFHx5TqwcmKRnSGwe2e+spKZuwyG7Hll2kpEwmKYFXn7Hea4r/6i8eEFUB7ntM9HELASxoZlzZvWnSbWgmJTV8cyal+oYtmv3G1hd7z2JceRaR6UUpfqM2JwIOFqtwqBiuNdrGON17tZXjm6ykBDasHvKyy7btHdf6OQzNYpOETEpg2WCvN68daMA6E+MJ7nnY3KHExvqiLnN6OTMp60/SMPw8SgCZlLowOTTA3gbbv1BJGXyvSYd5s3BSROfPKDC+wPI9PF7/GA0aP+c0q/OYWjlUhqScmJgQ55xzjjjuuOPEKaecIp797GeLe++91/u3ZzzjGeLoo48WGzZs8P584hOfSPw+V199tTjhhBPEscceK1784heL/fv35/hbVBPtOVFkc62CMqMo0GCIwzdMVE1UUmKhfeSSvtTPO+uElWL10n7x1Z8/UJkJZHx6JtbqHYZsO2v3nk0mKStAQJhmUtKmg9u95YHTf2zYyOYWje0g1SrDLJQ9Dp7du6jinAS7d7WKcxbMy/lFa7l+jm/6UveUNX4u5Ua2fOeCkeDZiI5L7VgRWDSbYPmGMjs6lrhcRzSr3Xvu/UX/T5mojHqDMm1pLNGBiUW7Pb6EvpfLroK0TEoqz2mCknKqbe7Po1md0WCSEjj//PPF3XffLTZt2iRe9KIXide//vXhv4GY3Lhxo/fnrW99a+zXj46Oite97nXiyiuvFL/97W/FkUceKf7+7/8+x9+gXnZvVlImYyqipiM1R5OwZfcBsWbZgNcsmwZI8P/09HVi1+ik+O7tD4kqAPd9nNXbdSYlRQfE2b3rsqHJyqSEXYWVlDqKpdY9w3Zvc9CYnpR1CMVOUXbvloIgWpxTjZiEVulPh5UxLu5gJ42k5FzKfEAkUZqSknLkYPmuO0BaROd1j5jnDbU26CATzov29SbWbrAAM+oPGjuWLzSze+vOP+3OgDzW62mZlJRL2bRMStdRXAx3qAxJ2dfXJ57//Od7cmXg9NNPF5s3qxVufPe73xWPf/zjPSUl8MY3vlFcdtllTl5vnRDmxAUDH1koqrDpKQpTkaD/ptl2oHjZsmdMrEspzYniZU9c420iL7mhGgU6UCTFNXtTliIEPy7a+2KVlMEpYV1a5CmgPFFJ2dvlkbUu2xFrmf3W67c62iQpQdTtbQCBEAca05Naowd7fJKyiKiPOMv0QGD3Lnv0CD3/0dceWuQ05tG4g504HL18UCzq62IlZYAH97m1vZPdNi2TEnZvoAkN37i32wvx6nLwWCYlZUvlXi+SBmM+DvptrTPzVi/v3D/hZE1Hv4cVu7fG8xiq+XIqzsE1xGVMU1Iu6e8Ww2PTpV8L2Ha7mMTGMIpDZUjKdnzqU5/y1JSEd73rXeKkk04SL3/5y8V9990X+zUPPPCAWLfObxQG1q9fLx566CExM8OnakpKytDuzSRlEqKDYdNIyh37J7xJOCuPkrB0sEecfcqR4lcP7BMPBIU7ZQY2+6QmTlrQuDixa1kXO61s4MuIOKtqu5ISGGM1pRQoF3FhRFFiK5Pyn757l3jOJ3/SSMK4/ZS+HSBfcFmKKE5rWabn2r2xJyl7kVtsu7fBxk5WSYkcwJNXD4nbH+TynG/+cps485+uc6oqpeKSRTJKyibYvafn2r05P81duaGfF1yvvcsXf3a/eOpHfij2jZkT+p+57l5x1sd+lJsD7NZt+7zx5uu3bHWWSWli9+42mn/mrmddk5Tt/RFxGBro9tZ+VciotrmXYLt3NVFJkvLCCy/08ig//OEPe///pS99Sdx1113i1ltvFU996lPFC1/4QuOfcdFFF4nVq1eHf2AVbyraLVg08dd9kDNBdDBsmt17826/NEdWSQkcc9hC7+99FQh0zrJ7uyYp+yKbGWyuoXCmzXgTMikBVnHLgWxtc9u96R41I2O27R0Tj4xMNoJEaAeRfWmZlMBIAQUNrQzpue3eVSD3k9q99e3e9D6lKymBFQt7vfe1yWoLELT/8RP/kH+7QzUlKbzT7N4rSEnZALU27tN2uzdvqG20e3eVKorDFbbsHvP2Yw8NTxh/r3sfHhX7J2bEcE6W4C/+bLN30GnjtbdjV6DCJlV23sU5rb3zglxEBXFxKe1Y0u8TtnXPpcSeCNsx2pPxwU81UTmS8mMf+5i44oorPOv2wIBPgqxZs8b7G1bwN73pTZ6Scvfu3fO+du3atWLLli3h/8MufsQRR4iurvkT2dve9jaxbdu28M/ChT6J0kRg44AsF/wBuN07G1ECoC5WXJUFEyCrpIxu9qswiUBBnFicE/wepgRQHEB24xlsz/nEBrwuSsrMTMpAEVhUc3J1lZQtuzfuIaSmmGae0T0H5XTTQIcCae3eQBGKnZYaMZJJ2V2Ng8V2e5zp3IAxE8uWtIyueQcgNVNZqeDn9+8Rd+8ccX64Go5LaXbvUEnZBJJyvpKS89PcKCkHgyiOOh6a2SCe6Hvksb/DIef/3Opn0bs4aKcDVFJlF1Wc09PZmY+Skub+oBwxDmj3bgZJiQiNzjAiENekyQeQVUWlSEqoG5Ehee2114olS/ygc1i1d+7cGX7Ot771LbFq1SqxfPnyeV//3Oc+V/zqV7/yVJfAv/3bv4lXvOIVOf4G1QQIl9gNT8lVGUUiOgnVReUmi8271JWUYetdyck2KE2gRsqye884UlLGKbfwsbJfN+VMOlZSWlYste5XLNpshIjTPedCAVF2TGYoKUnBU0TDd2wmZUUiWuKUIK25YdZ4o5IGipJocjHXpTe2cqFdEtpEEg0mZDsDy4Mcud0H6q/UBskUVfv21GhOLwIgwXEYFzc+k5KyTrEOdKAwbMGJRKUqeajuL7/5gXDMd0Hcwe6NtWRarEQWeq0W59D3mi0k030OSVkB15rpGo0y+wFWUlYT+k9uzoCa8e1vf7s45phjxFlnneV9rLe3V1x33XXiBS94gZicnBQdHR1ixYoV4qqrrgq/7v3vf7/X4n3BBReIRYsWic9//vPinHPO8cjNE088UVxyySUF/lbVgN8W1hFjHSv3hqc8du+DjbN7Y4G4eqk8SUmTd9kJXWwckDWXZfd2cWI3OT0bq9yqE0mZZVcJiYSaKSFckwEoBYnCW7AZ3qM0xiH0vmmYoKzDhOIcut5FKHbaA+Op3bsKc3YcwWqUSdm2UUkDSrmqcI1cluX87292euQgLNYuCW08F5hDyZ0TB8x1UCRTrlydgXVPtISLi3PsRPLEHU7gnoK9uN1iX2XQgYINddxwkGvpOqYKY/2Xb3rAmytHJmacEEi7Dkx5pTkyh1ROlZRlyqTs90lKlOfUGRg/o9eBx9RqojIkJXIhk06+brnllsSv+9CHPjTn/88++2zvD0MeGFDnhvAHi/mSW8eKAu7TucU5s42zex+1pD+x/CQOVAZTdms8bdxo05+r3TtBSempLmryLLbsKsnt3k0mEmwplqCMN1VS0kJ7R4OVlEmb3MGe4kjKuPKpqkS0xFnVTTLBQCZnleYQmn4A8tWfP+CRN685c734+LX3OCUp8Fyk5VESQDBQrlyd14uk+CWw6scMUEMPJqzRwrzgiZn6kJTBuE4qSDtKSrdzxbV37PSiYv786ceIf//xfU7ud9i9Taze0QNzk3bvnmA+a4kxCsykHPCvx96ak5RehMacg59OHlMriErZvRnlUFLi9BsboLJbx4oCEVR0eFcXlZvsghtKShWrt6mloogT6yQlZbdLu3dbAygBm5uyXzdrmZTBxqPJlkwb2W++3duMSKfDl2ZmUmYU5wTXuwjCK26jQu6H8enqFeeYZFKCTJYlIpp8AIJn+bJfPCDWLhsQzz3xcOd2bzwXMhZMEAx1L+bC8wr9RXRDjUM6zqTUB3JlByIRJ1EQOV6nwwhbSkqMAzT+uR4HL7lhs0fG41DE/9lu7N7LF+qX5pgekk22OQNcx1plFU8CS/obZPeec/CzgEnKCoJJSoZcJmVbEC9IGiYp0zeJCwNCpUnt3g+PTHr2dpXSnDmTd8mVlGmB7NETUxekISbYWLt3d0fpr5typk5HkpIyUIQ1uNxCq927jRCwkUlJ93gj7d7BmJ7UGk0EDF3/ItTIc90PFVFSBs//3OKcQGWv1e7NSkoZXHPbQ57F+09PXxeSOONT7uYUqNhklJTLB3s9oqFO+YHtIMKij5WU1oBDzPY5rwxRHGXPpIw2ervc3921Y79X0vWCk48Qhy/u8z5m+35HpibmO8q21QXtTXTWS+FcHGZSdjouzjmUWZyzNFBS1t3u3Z7hj/dg5uAhcRB5XYzKgElKhrKSEhjo7mS7dwJoAqLFUJOUlDqlOVXKpKSFW5I6h5q3XbV7x9q9O+uTSYnfA7meHQlZZYOspFQCFbe0b9i8fB7De6bRdm8iFrrLV5xD5HHU7t0qu6uK3TumOEfjIKa9kCQNTS7l+q8btnj38kufuDqXJvg0EikKEAzYWO4fn6l/CVdkLME8zxtq80zKtMOIOpGUtpSUUeLK5Th4yQ1bvL/PO2OdlxfpIi9wdxATYYuk1MqknM233XtKJpOyIe3eXkxdlKQ0sO0zigOTlAzlAFqgz1NS1meSd0NS+pNBXQgk2TxKQFVJGaplSn6tqPEwy+7twqrVnltFwOZmquTkrsmBSBRVUYSVBaQKa1ct2cyk3Lm/3nbMONBhShIBVqjdOyaTsmX3LvdzE9rV4opztJSUUJ9LKikDlXbTDkA2bt0nNm3dJ87ZcJSXV0b3iqucY6giR2WVlEGe3K4aN3y3VNl27nmGP+4OJmVSBuvyIg6QXN9DpsRTNNPS1VwBIvTKX28XJ68eEhvWLPE+1utAOUyFW0Xavdszll0TZTJ2b7g8oAGovd27zUXBY2o1wSQlQ09J2dPJREHGRBEqKUu+MbQJ5FEC61foKinLPYGQejjL7u2MpIzZcIMoKft1Uxtrkq0qdcyTcgmoRXA92xW4NjIpaQGOn1EnVYqVTEpSUhZIUkZfW1VUgnHtpEaZYN5GRVFJ2bAoiUtv3Oz9fd4Z6+fcN65ICjw7UAnS+igNRDDUueG7pcpu3ac0B9ZlXs8TyAPHdaOM2XYsrOFhhK3inCjJ6UqE8o1fbvXGllefsT5s3fYP2i0rKYODDVtKSp24kaR2b1fxTDIkJVxKaPiuu5JyXhmZYxUrww2YpGRI5Vy0EwcD3V2lt44VhckG272hpMS6Y/XSepKUWe3e7u3eMUpKtHvPIHy/+tYwLLLSWuHJqlV2sqUsoBZd2gzYzKSMPqtNs3yTciUp9qFQkpJyXauYSRmTp0kHM7rFOdKZlDUkL7KAUpqrNz0knrx+mXjskYu9j2GsgPrUFUlJzwRd7zQQwVDn8pyWKnu+6ofLc/QPkmmt0I6Fvd1hLmpdgFgLYHjMjMzfF/l6F3MF4gu+dNMWsWywx8ujnBtZZPfn7SK7t2G7d/gsasw/4aFbG0k5NTtbSPEkAYr5aP5oHYH1aXQv4dLlxnAHJikZWkpKWILKbh0rCrSZWhy0qDVJSXn/rgPiyKF+6UbV+Xbv2UqQlMhkjUM4EVomW6EOgPokTklZJxsDCJZUuzcrKZUJgbjsN2wKTBZr2GzgfiQ0rTyHCNokQh2kIHjhQjIpZ9IyKcv93MTlaRJhqTo34B7F95OdiwYroja1ia/dvNW7RueduW7Ox3G/uDqEbuXk+uujNBDBgFKfuoIIprlNtG4LNuoMUkKTMrpMURwugLUhjZumSsooceViHPzxPY94QoZXPGnNnHEZ4/1k2e3emnEj0QOIXteZlEFxTtpBP1B3JSWeiVnsl+Ls3jymVgpMUjLkMinbBj2v3Xt6thbqLdugyYyUlBMNGRRxL2zZfUC5NAcg8q3sLdVZdm86wZw5eNDJPRVtACW4XvjkCZC7aSQlkS1NIhJMcGByNpakRPujyf1C9yN976YpKTFO4VnvTCh4ghptYU9XIao8UmlE1YhVyaRsz/Ay2VzQPSqrpKQxvS7khcxG7ss3bRErF/WKP3jc4fPGWVILu1JSku02q907WoJRRxD5Hs1O5Q21PmjMTVLq0n1Xl4iS6P4C6yKTg/65dm/7z/8lN2728hBfdfrcQxE3xTl27N60Hq1CcY6M3RtYMtBd60zK1tzfGgOQe+r9G4+plQKTlAxtJSX4SToFZrRAgyApBZqipIS94sDUrFi/Qq00p0rNa6REQnFU6oLGst07VFskZFJWwSpvI5MSpBA20E2yZJoAlrZYktIwk5LutTXL/AOJHY1TUs7GHhhEAZv9SEmUlFWxe+P5hwI1Sv7qbuziWpPTQHm3Zb9GtvCDO3eKh4YnxKtOWzdvfecVIzonKeWLc+pt945TUi6oxHqokkrKmtm928lEExtvlLiiA3lb2LzrgPjR3Y+I5zz2cHHUkv45/4Z733ompWW7t1FxTleQvUkK6QKLc4Al/d3ensLVQVTRiJv7wzzQGuyTmgQmKRmZwGa2nThoKZrqMdG7mCgW9zcrkxIqSmB9nZWUZPfOave2/J7H5VZVLc/TRrs3KSSaVm5h1HKaSFIaKCmDe23tsv5m2r2RdZhBfsFWWGS7d/Q5IkK17DnSWGvgwCqaoRoqxRXv14mMBvZ24OeAG22KkvKSG7Z467o/OW3NvH/zlZRu5hO6vtSynIalA/W3e9MhdtyGmlU/9jNPw+zZmjzn7UQT2rNNlZQ4JLI9VyCLEmiPlnBl98aYgXEsiayWhe78E5exnF9xTnYmJVDXXMqWgpUzKasOJikZqUCuA/7EtXs3SXWgMzEtChbhdT2tasfm3WPe3+uW6yspq5NJ2ZWr3ZsWNXH5aq2FT7mvnTRJkWHPxKKzLlYt13ZOqKEog6v9eUOmJHL7dEDP6ZFL+r0NTePs3hKt0SCHi7hPSSEbXaCj0RMbtrLP15g7o68boOvsWkkJYnSwp6v018gG7t4xIm68b7d4/klHiJWL+ub9u5dJWQK7N+YC5KfV2+4do6SsUc503iDhRBI5NRh8vC5rCNpfULyUSS4lSKtFvV1BnJe96wNC+Ou3bBXHrlwozjhm+bx/x5jvot0bBT2mMDkwSCrO0WkKlwE5uNrn0HZgTAXqmkuZpqTkg59qgUlKhtwgO8/u3VWJjKsiF520CK+Dwk1NSalOUqIVu6vDLCcvD9D9ThlvybZ1y3bvVCWlWwtJnpiSUFJiAc0K7mwgegFANmISmT6tSabTcwoy47CFvY1TUkJllkV+YbNXxEYY8w3eXxCTUXgbz5ITcN7z3zbG6dq0Wupz+RK3gd5mRElceuNm7+/zzlgf+++Y3yamXJOU2UpKypQD4VBXxG6oOT/NeN5LavfGuIh/qwtJSWvSI4b6jIknfO3QQHewxrL3/F+5cbtnrz/vzPVzVPJzMiltF+eMTokVhlZv0yiq9ugVHOi63OeQg6t9Do3LpGxvc68T4uZ+PvipJpikZGhlXJCSsuybniIQDUsGqdQUkpKUlGuDnDpVuLB85G33BtnqxO4d0wBaNau8jUxKUqjRRoQhQQbEKClb1pdDxi3Mq4b6GplJma2k7PQUJHmXy3lFdzFEP4inMYvqGFfPf/trb6nsFe3eofpcfpk7CCVlzaMkoJa64lfbxYlHLRanrl0S+zm4t50pKSfS7bjtQKYcNfXWEXEHkD2a6mEGMikDJWVK5inmxNqQlMFa6PChfmPiCZmUILA8JbWlNRbmv0tv2OId2r348UfFfo7t4hz8zF0HpoybvaOEn1lxzlxFXxmKc2y0wZcV7a3qAB/8VBNMUjJSQZtYCv4lsN07GURQYTKCPbcpdm8oKQ9f3JeoMsyCT+iW+1rRwo0yWRMVapZP62jSjdtw1yqTMqPdG/BO+WuywXCJMPsttt3bjEyPKgQOX9wrHhmZ9OzlTQGetazWaCjF4KbP220wNTMbq6SwufF0BdxX7WsN7eIcVlLG4pu/3Obdk1BRxqmaAMzhiINwkd9F4xLZU2UavkFSInaojoiLcnG1jmgCspSU4UFnTdYQNL9gHjYuzhmbFkv6ezynnK293U337RF37xwRL3ni6th8bABzKZ5vW2sIENCYL6zYvQ3ILVqTRyOMfDHGbLGZlP1BJuVYg0hKWvPymFopMEnJ0DqZoQWVzdySuiCqMmqKkhInl/fvOiDWaZTmELCZLPu1gs3YK1hos1IS6DnBBs8miOiO23C37JDlJiBUijPSMIgF9PSsdp5iU0DtpXEkJV1j3QVbNEcNBxN4Kx6pcQNv3POYpdCjuA9SjhX9DFXB7h1XnKVr04rbqGQBOXZ1PnjFmPmlGzeLpQPd4uxTjkz8vP7g3nZBsI+ExSZyJOWyhT3e+FJ/ayLnp1lVUqYUpnhRHDVp96a1YUtJqUc8gSDEmsG23ZuiJf709PmFOa6suKS8Nm32Nj0wiMuHdpG/qZxJGSopGzSmajoyGMWCSUqGUjsZgZWUctcMVtw6kEdZwMIICxydPEoCrlXZF+W435Os3gBtsG3/Hmkbbt1iiTIS3VKZlL2dAg5asskxslp0kzMpdTcFc5SUweaoSeU5vpIyXaFH1z1vW6FXPtOVZPeuXnEOMrxwJgSFqM7mPa5sLAkLa6SwisNPfvuIF8vy8ietTb0u5BRw4QJJU3jHYUWghqqr5TuuOMekUbjpCJWUKXECRZWauQDFWoSZlJrEEykwl/T7JKWNZ//BfePi+3fsFE877jBxzGELEz8vvN8trWF3BUVbKwbN7d5Qm+tatDFnYe6iGKhwnzNbsN277sU5aWVkFd8nNQ1MUjKMMil1SEqc2L318o3iht/tEmXCyMS0OP/SW8SdD+03+j6tDfwC0deFyb7+g+L9QWnOuhX6SkpsTst+ygVlSdoJvTu7d/KGuy52b1KfZoV+DwbX/0DNs+NMMZqiWDLOpKRFYCdISn8jUJbynC/+7H7xiWvvKdzuTde9LCRlFVSCngq07bXTJlG9OEdHSemr+esaXfDlm7Z4m+ZXnbY29fP6gvXdxNRBd+NSyjwaBeXKEfFQN7TI9PlKyqrP6brAXPLaL/5Ca07Javcmgny0gLxgt3Zvs+IcyiekTEpcR9Pr87VfPODZuF9zZrKK0kVe4O7A1WHD7h2qHzWLc+Y5AxwqKeWLc3oKyaTE/fSeb98mfnDHzlwiNNpt9gAf/FQLTFIy5DIp29u9u4N2b41NzwN7xsS3f71d/O/tO0SZ8Iv793infj+6+xF7xTkNUVKaNHsTqnCtcL+nZW66s3snb7jrYvcmYrdHQkkJcMN3OsjOBmtbMklpZvf2inOCzVEZlJRYBP/bj34XWsxcANcMG68shR5d97xthWnFOdgclTnbL+m162zs4ixfWRgMiI2yK051cc/OUXHcqkViTUa5HSkpXdi9RydnvbzApMiUdhDRUNeG7zjVj+n4XHX87N5d4od3PyJ+co/6WpwOL9OUlCApMQzWQUBAezAo9zHn6GZSErmJvEIc1uD6mJLkd+4Y8Rqtn37cytTPs03K27R7m5R6evNZ2/yDUiz3xTnpY+viwOWRdybl/okZ8dWfPyC+c+uDTn8O7cGjc78rlxvDLZikZMgNegnFOTqLWDq9ybtQQLad2nQQi1ohvZzFGiyEsrB5l3/tjDMpS36tirN7BxvulOKcqk++0zNBnk7bWNOOQVZSGispTa0v0dxdUnDs2F88iYCWcZT4YKPmKrNUVqFXNrv3QHf5yf045Ynuxq7V7q1WnAPUteEb80ja/DU/c9wBSTkxLZ1HGSUaamv3pgPIqJKy4RtqigTQec8xvqEPCi6mrLF5ZLL6dld6RnGwgKzBvZrZrcOBTRzfgw7iTTOM8V5gvAFRmYYwssgSKb+bSEoLdm96HrUyKWcOzVsn6BKeNjMpYT9HcVnemZSkGne9z5ukDP8YdXpTD36qCiYpGZKqQHt2bzq9Kdsp5uZdB6wo0qIbeFh4mtDubUNJqWupyHtBmLbpdWb3Ttlw0wKv6tYweu9l2r3LTraUAaNp7d6G92m4CPQyKftKY/fe+MA+72/wk1TQkccCOA6DPQWRlClKyjIeDs4rzonN3VWfG6L3qCwG6QCkpmML1lwypG2opHQQD4DnIS4nNwkr6m73pigXzk8LQWM3kU2qmZQ4kElT6tKcWIeDzmj2Lqza2nbvUEkJu7cdRTmu76BErEOopLS0J9wV2L1tKim12r1j5mJE5LhXUmbPeSb3ium96jpPPjaTsuEHP1UFk5QMuYyLpHZvjcU8nfSVbbO0OSDaJm0rKRswKEKFetiiXiWFRKzdu2TEddLJcBJogz2jmfWXBJrUY4tzArKk7NfO1gKL7jEKyGeoF1QYZ1JGDmKQ/YVT+TLYvTdu80lKwFUb8EQwnqcpdQAiYg6UqDgHKHPD93QCwYpxT3V8CzcqrKQMgQNYGdLWbXHOrHRpzhy7d0A81A24r6H8i1o0m05SUkQGkU2q7d4DGfdXmBdcg4ZvGs8hiIBVe9iUpBzw7d7+954xXy+n2O5dt3vbyqTEs6lXnDN/LnZZEKpEUvb35E5S0p7f9V4lugevm+OsaWCSkqGVSWmipKSBsWwKwy2B3dtYSRkSuwv8zdXMwVoEdGcpKdcbWL0B/1rNlvZawT4KJUoaSUkbbFdKyrhGYfqZdcmklFZS1qSd07UaJb7d2+w+DReBwfeB5bsMSspNW6Mk5XShSkoiYlwpOtXt3oE6pqQkJcZXvzhnQbySZVbX7s1KSgDzqkwrfbQ4x8VBMgoKVUjKpQM9HolXW7t3QByjIGqe6qfkzpIy2r1xeInM0zTgUA2oQ8N3u90b843OvD6nOCckKQ/mo6S0Xpwz5Y0xKlEfafDiRrSKc2Zji3OgsCwyk5LeZ938UlNC3fVeJS6SJ1TrNnRMrSqYpGSkYmp2NnbQo+Y8HVVGmElZos0SJsdte+1kUtJE0dvZGU6SdVZT4uR279i0WGdg9QaweYJN03bpjP3FYPKiqyuwGNneXND9E7fhpo9V/YSwVZwjmUlZovGjzBu9uAIB001w+0k1LN/IgyzygAGFMLdtGw7/31VzZZyVKN1SmL/dO47oNzlYzAPTB5MPKXTsdq3iHAUlZY2jJHBf4PGUIW1dKSkxPngkkgJJiTy7ZQM9HvHQFAt+05toQ7u3xnvuu126ShnF4QJ0GANiEVZtYL/G3DccOA9AXtkaB7OcR4Rey2tYKHBtWb3peSRXoQr8Q7f5mZT4PV2slaZmDnl79eiBRxKG+ru9+z/PfQPtoVxHvcXN/eHBfJB9z6gGmKRkZA56QPtAi4UuxkGdk/bhEtq9t+8b9wgy+3Zvu611ZcSWPZRHaaakLLvFie7XtEUXNlR4LqzbvcN8tRpnUgZjTaaSktu9pQArG8jIuHuGitB0Ft5xRB0avkF+5a0ajOJ3j4x6BAiNQ87s3mEGmJySMk9LIYha/Kmi3btdnTtPfaJMUsoVHMVGSdTQ7i1Lrrts98bmFPcnWohVANvmrtq2e8+34Jd9LeQadLCjY/H31Hu95YzicDofdfmZlLoHdPQ1IK9CktI0k1LyQMK2GwgK3OWWrN5hjqSWkjKu3dvdAURSXEoc6F7JU00ZFucUqKQk4RWjGmCSkqFlwcRJDRayWnbvErZ7Ux6ljbwMkpPPJSnL87u6akU3V1KWm9ClzX0aSYnnAs+Kdbt3yoa77NdNeazJIBUGud1bCjglT9qsddtWUgYN3zsLzKXcGFi9n37cYU4X39JKytBSmN992lLxpykpZ8odLZOQuwvrnG6hhCzKfo1st0gnob+nwwmhTco11exqqKLqa/eeb8FvesnDaKQ4R1VxJqOkLCqKwwWwj8IaEEVByBnUjTrB12D8w73Y6hyYNZqLcP/KKCltkvKIDcFYscxSs7dJI3dciZ3LbMSk4rk40L1Cre55gOIDXO9V4jIpm37wU1UwScnQzonD5KNl9w4m0DIVfWwJmr1tnHBhEITrF6q60O5dot/V1bUzafaeqwgsJ/lEhHzWpre7Y4EDu3fyzw6zVkp63VwV59SRSMirRdc4k5LIsODeWxU0fMPyXXQe5dOPP8xtJqWkQg+HeJgHRifzUyrQa4tVUjpSx9mPe2AlpQuokLY0F9u2exP5pNLuDSxf2Os9z7YP/8oAXOP2e7S74RtqOtjBM6wS6wKCCuu0TCVlzYpzSCWPTEpd4gniEbKLE8lrEg1CXzsokUkZEncWnu/9E9NeZNQKi3Zvm8U5Pa5JSkUlZZ7lORO5270jJGXDD36qCiYpGdpBvFjsjk3P1ERJ6asBbZA9nuQ+GByboKS8P1ChrjUtzil5tiKRYlknw9hguCrOiSMfamP3ls2kDDYgdSQSbAJWtsGEDUKPYT5PkpKyyIbvTdv2icMW9YoTDl/sdPEtS/ZAVQ3SK8/7tFXaVmG7d8wYR8U5KqoqHZKy1kpKhesR3iuW12hkr1UpzgHIurnXUYRD0e/LvExKRwV8VcHoRGvsVrF8tyJ55Nq962D3xu8MqzdAJKPO3IcYrqEB/zkbsPD8h+tlhXZvG2tYqG8B25mUqvNPSFLOK87pdGb3nkIGpiRJCVt/3iTleF5279A10BkzpnImZZXAJCUjc9AD4gY+TGQ6J21hJmWJNktop8ZEhNM3U9VjdGKiQdL1yVHRrejIjKJJTxetXJrq2r2JILCdSYlJHQcFUOe6XOCVwu6Z2e7NSkpZ1RK1mNq2e0/GtHsDRTV8gzi866ERccrqJV4bMLDPkY1JhewBGZOnpTBUI8a1e1tQx7jEVMqBKNpVDymWquGeQJFZl+SmDRiscSlXnLokCaHq1rDdtx0jE7okpW/drGN5jm/3nt8A3OTinOjBDpFOUl8XrAma1O6NcY4OFZYMGNi9I0rK1oHWjPF7OCilpAyIOxskZTBG2LV7+/MP8nRlAULTs3snKClduOuQMS7T7D3nXikkk9K1knL+Gg1xCFgPVH2f1DQwSclIBRUrxOVc9Pd0mbV7T88W2gbbTrStXTbgnWjbKM7BpFanvMAsgnedoYoyqqQsqzU+bPfOWHTB7u0ik5JOy9vRSZNvSa+b8liTSVJ21pZIsG73TiADaCGre5+GhEfwzK4a6i3U7v2bB4c9AmvDmiGv0AYbgWFXdm8qsZLI9sP1z1Otk6ZGtKGOycfundJGrzCPxpE/WQhLuWpAXrSDDkpVinMmZsqhpFwWqKLqSFJ6du+2sQQbal2LaR0QJQ9V3vOxgBgb6JVTUtaFpCQlrm5xDmzyyHCmr28pyiuopAyUtzbt3jqHBnTonndxjqzde2lo984zk9K/nzCu4Z5zBXx/FJhiXxSniGVUB0xSMvQzKbs7lTc8NBkSykDezcweFFv3jnmtsN4gZkpSemHJC+YoKWljWzeMTEyLXaNT4mjDPMoqZVLK2L1JgexyIxMFNuNlvW62i3MwFuE5rSORYHNMAymRVFBB11g7k7JNSblisNdbEO4YLqaBd+PWYe/vU9Ys8WzWUIS4UghMBL970qFBFLj+eeaetSITku3eZVUgh1b1oHk+9gBLhaT0xkz50hxgsCf/sqO80Mo1lrd7T5SkOGdFYPfeXcOG76QDSJ0c1joAewQoImmdpWL3llVSYu8CEqMWmZRQUgbPdNjYrEg8QeEMvQh9fUtJPZuLktJmXmBo97aqpFyg/PpazoCci3NK3O4d5QtckoWY63CdsRaMwt/f129urzOYpGRoZ1Lq2L1pMiSUwfL90PCEd+qFdmoQZaZkTzQsue5KSihQbTR7u568bYDuVdrApdu97Ssp0xQw2IyX9brZzqSkTQhtSBjJG4Qku7dpPg+Vg5GVFsqflYt6C7N7U2nOyauXhAtwVwoBFSUlrn/ZlJRltXtnFecAKmMcyOQ+RSUlbc7LSuTm0Urvf07Q7u2oOCdpXEorzqmjktKzhGJujxlLXGRbVwFjnsNKeM4mVbt36yA5/f7CfDXY01WLNcSc4hzKGVQknigaZShofO63qaTMud27Zfd2oKRUISkT5mKXe0Ks52Tbvem9LiKTEnDp/EraL2FvxpmU1QKTlAztTEpMZBiIVXI62nPCymA9uz9spx4IFGkWlJQNKc4hknL9CnO7d9mzFWnRRRvZJPgTof3inGwlZTmvm+1MStqElJVsKQNGgkbpwZ6MTErNeyYua+nwoT7vwKeo0pxjDhsMN2lL+nucKQRUyJ7Bni4xOjXj1NokraQM85HL+dxMBSVO8eVgGnZvDSUlyAtsqusYJaFCrkOBAsWlK5JSVUm5rKZKyrSxBM9w1Q8edUCHOhQhpEJM09dmtXuHecE1UFLCMUFjO+4jjF+qxBN9fsvubZ5fTGOozLPeskCbjzd7Djiwe2tYtJMO3Vy2e0ddfFnQJbRNEO1msB0l0j6uxhbwNXRMrTKYpGRo2711VAc0GVJWRBk2TMhUJDUgBjY7mZT+9eqreXHO5si1M0XZCV2c8MsV5yCT0rLd27MvJP9cG/dtmceadmATUodmTlcgMmBhn5tMyrjWSpCUIBHyVv/sPTDlHZZsCFSUwJCnpJx2knlMZI+MbRbXHy+Bxo4ilZQ21DEukWSP093Eego1RSVleABSw7FFhVyn9Z1tp4tuJiURDnsUVHVVAKmJ4saSpuanEXHYUlJOWldS1mUNAccO7pFoO7xO1Al9flicY+FAi8ZQGZIyXPtb2CftCsaIpTaVlBrEIn1uUimWi32Oit0bvxMcSXlmUk7kpKRMmvvxMSYpqwUmKRnaxTlhEL/CQpYmw1VBG2wZlJSbSQ3o2b0tZFJ6DWtNUVK2VKj2Mimr3+7tREmZsuH279vZxpCUrKQ0IwPoGusX50DZO/c5wJgOQu7hkcncVZSUR0nAZgtFOi4UcSpkD13/vDbDaSQlNkco2Srrc5NWnKVjkZvQUFKG5EVJr5EJaFMoo6QkosL2IbJuu/fivm7vYBv51/VsXI9RUjZ0Q00HbLD44z5RIaaVlJR93ZUvzgnzkSPj3NBAj3ImJRFVpKTEPIEx1yT2IlRSqti9LaybkWEKlaAsWSeD0Hmi8PporpqXSdntMJMysveUbfjONZMyMq+63BNTJmU7mnrwU2UwScnQzqSklmOVTQ9Nhkcu6SuVkhILYLwmG5mUuGZ0WlZ24s0GwYsFASY7U5Q9v7OVSdkloaS0nUmJBsc0ktK8lb5otAiWBY1QQbhEFhlAmwKTTMp5Ssrg4GlHzpbvTZHSHELYcupAJdAiKeXavYG8bIXthUbtFl6v7K6kBFxoVU/YXCgX55goKWuQVdcOstfJXpO+HvViRFOFd5oNH8oolRKVajWuxx8qNDE/rUU0donlC3uUiGkVJeUilJpVfA1B+6d+UyVl4HCjnELdzoE4JaXMe9Hb2WmNuAOpjfvGJkyUlPPavel3ddLufUiJpMTerbBMypn8MymbevBTZTBJydDOpAyVlAoLWTq1OXyo3//aqYOlINrWLBvwSiBwyoWB3iRDbK7du6M0ZKwrgteGirIKJGVo95bKpLTd7p1RnNPQTEoXdt46IGzWzFBS6i6U4+w0sHsDeZfnbNy61zsYeMwRi8KP0aGJiwU4jeVSSsq+nJWUdKiYQETB8l1WAq6V4bXASnGBLknplXLVsd07tBbL271tx9TQc5A1h8Zh+WBP/ezeRBzHXI+mbqjpQAckIrJI9dq95e3eVV5DxJU54oAO+yyVPUx7JqX3PXGgNW0jkzL/4pwVFpu95xYNamRSduWTSemVcHlZ4XKZlK4LBuMQvZ9c7omje/D2dS8rKasFJikZ2hZMnbZQmgwPX9xbCrs3Sn8e2D0WEm29hpt3+lraHIVKyhpmUmKzu3P/pJU8yqgNgjLfqtzubXMixOIjyb4wJ5OypNfNSSZlT6dn5+UFRzxGg+KczExKi8U5qwpQUuLZ2LRtWDz2iMVzSEMKhXdhZQqVlBK2WSKJ81LspDVk09g1XtK5KNWqHry3Su3e01Cfq5NhA731VFK2rMXydm8XSkqoi6GMVMWKhb21a/dOU2XjGa76waOxknKw1yOmZYnEseBwYUCqOKdbgMcreg9iAiJ65mRSDnR7sSsq6n0qNJ1DUpoqKcN2b/ninEnD9Rz2c3vGpqw2e+sKKJJK7FwVhGI9DKjZvbvF/okZpfJba5mUzpWUXJxTBzBJydAmDmhiHNchKUlJWfACYcf+CW8yIaKtRZTpDWQ4vYQiLGz3pu9Xw4ExbPa2pqQstzUei64FC7I3eSCAEGhuc/GBNUTahtvLpKw4YaeUSRmQP7QpYczFaHBdnGVSIu+vXUm5OH8l5ba9494mNmr1nmv3ni6U7IEaKE+SMsuK7pehzFS3OEdybsD4i3FTV0mJzXlejez5W4sllZQ9nWLCcjQAngMZZVUcQDyMTM7UKt+7pcpOyE+r0e+qHAnQ2+UVJuE53j8+Y11JuTC4D0cr3PA9HmP3Jss2EY8yGCYl5Ry7d5dRNEjLzZH9vCMDE5FbpmIOqAJB0Nq2e4fOEyt2bzdKSpX1c/u9sj+nXMrcMikT8qibqk6vMpikZGhnUraUlOondkcE1sCibdBbds0tfmkRZbNWNlqtdu/6LTajreg24MoGYQvYuMKmhmy3NCA2APtbW6eTaRuZ9kzKKluXkk6e40Bh7LQpYcwFbbyyScpD1pSUZPfGwU9e2LjVL83Z0E5SamzUVMge/O5Z48AcJWXemZQJY4VpzljRxTmyBzH0ebKEXBSk/Cn6ANU2aE0j00pP1866knLCV1LqgIiHOlm+6VAh7gCyqdZEIikX9fl2b2CXZMO3kpIycBlUOZcydPdEnmmdAzpkWGLOiI4NvureTEmJKbJPcgy2UWqyOxgbULpUmkzKnIpzpmf0lJSAaoapaS6y99/TBSgpSyTmgIPz9u1+njojGUxSMlIxNYMg3gWxGzKtTMoxfzKkwbFo8o6avdetCJSUhlL8drtd2XMWTXDz5r3e349eudDK9yv7tcKCMKs0Rze/xtReimcK/GSVg/bDRZZEpg4RCWUlXIoGkbdJhACUC/iju2DDPdlOhGGjDZt1nnbvTQFJmbeSsk9SoRe2e+dEptPGJ2mjYqqOcQkau9KLc+ReO22AZAm5KEj5U7cDEJVWeiIpoGKzWQIHK68uSXlk4L65fft+URekqbJxz1d5PtfF6JzinF4lYlotk7IGJGWc3btfnXiCAhFfF93n+QdaZu3eONSXjXawoRzeG9wnSyO2dRvQaR+fzFJSWibLWof8CpmUwb2S18FPtIPClZIS4hDMW7HriM4O79/zsren4UNX/0a86vM/r7SwJA8wSclIBRaoSRserXbv8WlvYAzVCgVvmEgNuD5QA5rmhbQrWVrEWzk3hrrA4uUbt2wVjzpsUJy8esjK9zRVseaxICRiPg1h3p9lkjLtRLoO95lSJiURCRXeYBTZ7m3aQh/X7k2W7zzt3pu27fMUN0e3qbmdZlKixEoy6zDvdu+ksP45OWPT5SycSlNSqypZWuSPvpKyblESoSJfkrgldZZNNSXs2qrN3oQXnHyEd7Dy5Zu2iNpZ8BOsiWXZUOeJA212b0C2PAd7ERxM4D4pWxSH03bvtuIcQKUQxduXtRF7WOvi/tSNvUC7N8XyyMBGXuBE8PVR+3vZinNciTHS4lKSQErlvEhK3K/Eg7vqaaB7KOngB7B58KYLHKBjffrIiHwxWBPBJCVDm6QMlZRKmZRT3mRIk0jRlqrNuw94C5qjlvRbIXvCjVZXu927+EHRJv5744Ne4PKrz1wvZXuUQWjpK7GSUoakhN0bsKWCkNlcurKQlDaTkpWU0uUD6S30Bw1aJOe/T6uG+jy7dx4kGHIHb9s+LE5ZvWSeWkNno6ZiWZLNOsy93TvBYkbA+AXSoyyWJ1kVaFhoJ0tShuSPXiZlnZWUsvZLWqPZcrtgTDBSUi7pF8957Crx43seEfcHMT21seB3md/zdYwqIRKFbLxZwP01KKGiLCKKwwVaivH5mZQqB3RwuEXzKKPfU3ePBiUljaUywFhtOi9ReaTOuJ+X3VvVFaAcl6KQw4wyMmCPZJyC6fiPe2lxn1sXZdoBJb0XZXDr0WsgNycjHkxSMvSVlBqTGCZOTIZkwyqcpNw15hGULeWjWXlL+8SEMGjsn6uscIubbC65YbO3iHzxqautfV9XrXe2AEIsq9nbid1bovCg7KVD1jMpWUmZCqhD8DwlKeroOpPFXgUg38FBxt2Phy/u9TZOskUHJrh754j3s05ZM1/JjbEJh09O7N7TB6Vbo+k+zUut035Ilkg8RWxXZUHaa1edGyj7Sqc4JyzlqtkBCO5bnCfG5YvHoa/H7r2CtR5EWWkHJ1k474z13t+X3rhZ1AGTGUrKRpKUkzPe2I09Atq9AdlWdxwsyORRAgtroKSMK86hA7q9B6al1/NQUg7FKClNxkG4rWSavee02U/bUVLKHsTIQqfsJlQ2ttu9u8pTnEM5v7skny8TYN2IA1K6P13tVdLKA8s0phJJC6EUIxlMUjJSMYWm6oRFLRE2srkl3mQ45k+Grc1ScRsB2Bi27Dkg1kXaqcPNkOZk2S7xh8qQSk3qlEV5144R8ZInrNZWRVQxkxL3uYyNxL7dO7vwoOwErwxIeSqziabFb93UTraAjRfZ2ZKgW8yQRiZRw3ce5Tmbtvqh41BStgPjLmJF3GRSxoeyx2FRb3e+JGWGkjKcs6dnSlycs8D4EIbmb1kyOVZJWWHyIk0BLOt8sO12CQtRDNYMpx+zTBy/apH45i3bavH+pJXihY3CJVQ9u4TXAN/jFxQq270nod7rUssLrkNxTpzdW7I0DtfbI4+CiBSCaSSXp2qVJIyBnq7O0ispJ20U5wRzmW2iTCeTMlQq50BS0jxC95mrvUqa3btVGFn8mEq/P0XOMeLBJCUjc+OQJB9XPWnDZIhAWwxS4Sl9gTboh0cmvZ9PeZQ6LaKJYcmRiQnkUtEFQTYBFSVw7unrrH5f2KRxgk4LjepmUtq2e8soKWuQSTnjK31k8qQGiaSsWW6cLcDClqVYQkGRzmItrUEadu/8SMr4Zm8CDsPctHvL270x9uN2zq3dO0NJaaqOKSpPUz2TMnmj0mQlpQppa2r3bAc9AyZKShBX5525zsu2/Pavt4s6t3vrlHXUASC3FgWW0KWqdm9PvdepFMWBe6lWSkqye0se0NFBXnsmpekhBdZmSkpKrzjnYK7lYLJoZRkeMp7P3Ckp1du9Samch92b9nVLBnpysnuXW0lJr5Pt3ulgkpKhn0nZrXbSFp0My5BJSTLrqJKSTuB0ibK4DXydlJRo7v3eb3aIpx67wlqrdxSYWMq4KMdzgEWATLt3K5PSrpIybcPt6nS2iLFGRulDli6T9sk6A5u1LJWzbiZlmlqPlJQ7c2j4RmnOEUN9YmXwM9vhUkkpS/bgXsb7kHe7dzJJWY7COu3iHMn7taVQYyVldB5RIW3DNZqle4UOlHSLcwjnbDjKK8uC5buMBVB1tCbmiZGIAg9zFErQZJVenpJSkgSnz6vyc07jXNRlg//GvSPb7k3ZlUQezT/QUr8+UGZib6eipPTW/qbFOTHXwwZ0nsWkZ9tVLqKO3RsKXMx3socAVpSUju3eWWVkQBn2mPQ6WUmZDiYpGQbt3mpEY3QyxPdEXmORJGV7s7fNTMroNQPx6arJLG989edbvAUIZUPZBiaRMl4ruk8HJMgJslvY2lykqS2qYpWXgVfGIrnAGmQlZaZqKYuk9DIpNdS+oZ0mZiOwKie7NzaW9+wcSVRRAksHeryNmm0iQ5XswfuQm5Iyg6Qk4qmMKsGpIB81br2hq6TU2azWtZQLmyIV0tZ2cc7IpL/+M42IAbn00iesEffsHBU33rdb1NXurZODVwe0lyshN2+3hNLLK2ZSUFIuqkFxDh0gRNeGraiTKSMlpU4x6rz1soKSEs/AZEmVlK3ohVnjIjiKM7GupNQozgGWLezJJZNyvt17NvfDzt4yKil3jVX+sM0lKkNSTkxMiHPOOUccd9xx4pRTThHPfvazxb333uv922tf+9rw4095ylPEzTffnPh9MICfdNJJYsOGDd6f66+/PsffonrAJjYp4wIbBxCNsot5mgxxMkqL4CJt0CSzXr9i0NopF236o5tEhDhTkH+VgUH1q794QKxe2i+eecJKJz/DX6jMViL7Jwm0KEG0geuNjK0s1fIciMjl6Zic8jdFjZKlWPIyKTXGuVDZG7MIhLIxD5Ly9u3DXgnHKSkkJeze+P1sRopgMalK9uB9yLs4J+k5KvNzk2b3Vt1cpDV8SmfVlfAamQDXRIW0pUgeWwfJoZLSQo71n57hR81cesMWUXe7dxny04qMKlk+2CP2SCi9cC29YibZTMpgfhyt8EEn7Svas9JBOMoqKSkSJandW+ewZiyY71TavbH3smf37ihNcU77fOb3FNh3jOlkUpLlOw+7N+2hhkK7t6PinFBJGZdJuaAUYg6sI+k1YG2Yh5K1qqgMSQmcf/754u677xabNm0SL3rRi8TrX/967+N/9Ed/JO644w7v4+9+97vFS1/60tTvA2Jy48aN3p+nPvWpOb36agIDX5p8HKSNtN2bJsPgxA6L4CJtZ1BSwlm6Zll/+DEa2HQnSzppm2P3romS8ru37fBO3P709HVSuYE6KKs1fkyBpLRv906edOdnqVZ3wQ2CX9aqElq1aqZ2sgGMXfiTmUnZqZdJGebuxmwEEMSOBT1iIVxbvZNKcwi06bKZS0kbARWyB+9DXiRlSPRluB/KmJFMcy4OPpOLC2YVc3x1MimDzXmFyYvkwqfilJSjgZLSJJOScPSKQfGM4w8T379jh9i+b1xUFan5aY5soWUGyiwxp8POP5dEmfIcPGkg27Zsuzfuby8vOLgvq4jxqYOx61LMfaaZlKGiXOP5p3UZ5ftKZ1LOHjRSlVFMl05hWhp6dTIpU9ZJNvI3bWRSAiinwvPlWs2XV3GOzJha9MGPf5+3/p8t3zUgKfv6+sTzn//8MK/s9NNPF5s3+wUeZ599tujq6go/vn37djEzU69T8DLavWmil1VlhJNhsHnERq/QTMpdY+LIof45C/eW3dsskzI6QNqwMZQBl9y42ftdXvbENc5+hovJ2wboHlexe9MixZraIq04J3hdVSbDs8aaWEVYhfOkXIE2a84yKVMUb5ifVy7udU9Sbh32DphOWj2U+Dlhy6nFXEodO1nedu+elFzXMtu9cS8mvXZVJQvN33rt3vVUUvoKYI1MSsvFOSbt3lG8+oz1nnLuKzdVV00plZ9WwvWQK9AzNxhRQ8KOivc5y75MY1r0a9OAcQaEeZUjY8IMxrb5yC+Nk4s6oRgucri1r7EmNOaKAzpKSgt5gc6UlDrt3hm246kSZFLSwTIIzv2O1yh0r0LB7LIgNW2Nhgb5Moyp9BppjQouglFxkrIdn/rUpzw1ZdzHQWYSaRmH3//93/es4W9729vEgQPMYOu2e9NEJrvhaWVStuzeRZGUmLxxerF+Ras0x0a2X3y7d2dpG6tlceu2feLXD+zzQuupcdEFykro6ti9py3ZvenekVFSlvHaKREskotL/L5Y6LCScj5ItbcwQ1GCa22SSZmk1kN5zk7Hdu+NW/eJY1cuTCViXZCUYfSCgpISqiDcp1AJucZkxjNU5rxFL5M24bWHJKXkBjbN8tVcJSXs3gpKyh7/2tlyu5Ct1oaSEnj6cYeJtcsGxNdu3lpKZbDaAaR5WVSt5q6IknJFsN7MsnwTwamSg4j5o+rt3lgLdbSpz5cOdHvKUxkFP5G/89q9DaJBaH5RzaQ0JZBMYj6kMilVSMo0JWWn/VgrXZJy+UK/4Xv36GQ+qt/uTm+8m3C0V0m97iU5+KH1yXGrFnl/s5KyZiTlhRde6OVRfvjDH57z8S9/+cvi61//uvjc5z6X+LVbtmwRv/zlL8UNN9wgHnnkEfHOd74z9vMuuugisXr16vDP6OioaCLSMikBtB3LEo00GUYzKYtSfsG2jI3jukhpjo1BLLY4p6TEmwouvXHLnCwoVyhtJqVCEHho97aspExbeKnaIaueSQkVhH9AUt0NhnuScu6mIzaT0sDuHaf+AVYN9XkZO67uxYdHJjyLZ5rVOzrPDFu0e9N8pUL2DOaozMsi+sOyuzKSlDPJzz824fg31eIcLbt38N7WTUnp273lrwfNN7bt3qbt3tF74rwz1nnk1f/c+pCoInAAicM2WjPEHnZWfO1o6gIgEiWr3IMUkSqN0vg5VW73xjged3BOTd0yB3Qtu3dCu7eW3XtG+b3QUSsmK5MdtXsrrJfSDnO9glDLz3WLnFPNpPTfd9e5iDSPYN+PtaN7JWV5D37oWhy3auGcfgxGDUjKj33sY+KKK64Q3/3ud8XAQEsFd/nll4sPfvCD4tprrxWrVq1K/Pq1a9d6fw8ODoo3vvGNicU5UFlu27Yt/LNwoX8zNQlQG2ZlUg6oZFK2ZZ/0FaikbDV7JykpZ60V52Cxj+uYh5LGBXDCdtWmB8UT1y0VJx6VbK9sQialTHMkbbStZVKGOTsSmZQlvHYuMimBwZ5qW7VcIbRaZSkpA7u3ahaRjJISeHi/m5P5W7cOe3+nleaobtRkoUN+ESmTx73qz9fJm5RWcc5s5eIeVOaG0AapYfcGYYT3t4zXSBdYe+C5Vdm895e4OIeAlm9sei+90Y9+qhqgJkoaS8qyoc4TI4HlNHqPwI4KZDV8h5E8Cuo9Ly+4yu3e07OxMUCtAzoJknJ82ssBbrdmh3EPWsU56krKnk5zK25aHqEJcH2QQqJyYJAWi0N7wjJkUi5fGDxfjhu+xyNzskvhTpqaNoziKnhMpd996UCPWLW4l5WUdSEpoW687LLLPCJyyZLWBgXqyfe9733iBz/4QUhCxmHv3r1ibMxnrA8ePOgRm49//ONzee1VBLUTWyMpx6e9U2NagKiU7tgGnVy0KylNs/2mZuKLc7zvWVEC6fJbtnoLh/POXO/8Z5U1k1LF7h2GM9tq95ZQUrayVMt37VxkUpItk5WU80H2tWj5QBwQ4wF+MquQQMVOEyUpXVm+qTRnQxZJGWzUZFtOlezeKiRlMN/lUdDg5TpmxLMAY9MzlbJ7q6pPTLPJ/Ky68l0j48InjeIcsum5IKBMgey9cx5/lNi0bVj8+oG9omrAAWQSka7TKFx1hER2tDhnoaTdW0NJ6UVxVPg5x3wUr6SUjzpBwQ4+vz0LuGX3zldJaURSTvtzSFImsy7w/bz2cUUlJfa7cSWjbopzNO3eg4Hd23HDd6ik7OnwxjxXER1pUS821Lo2ECXTwUGwkrIGJCXUjG9/+9vFvn37xFlnnSU2bNggTjvtNO/fXvWqV4mJiQkvoxIfx5/du3d7/3bxxReL97///d5/33XXXV6xDvIoTzrpJO9zPvnJTxb6e5UZMoOeV5wzPSsX0IzJsL81GVImpetWsThs3kVKyjaS0nAQizs9My3jKRIzswfFV256QKxc1Cue+7jDnf+8slrjw3ZvCWWObZtWmEnZVe9MSirOkMUgKykzlJTZ7d6Aai4lNcgnEUqwewM7HJGUyKPE/X784X6eTxHFOSoKvRZJOZtbcU5mY3MJVYLTM4iWSSEpsUlULM7RzSZTydquAnQyOsN7xdK6BeMSln4ybgQVwPIdjaSpiwW/Du4I7UiAyNy1QtLuraWk7OkSo1MzhexBbABET9xcROWk+ySiTvaOTc0rzTHNL6ZCQyUlpQXlMMaquHxXG1AlFr1Dt4T5zIXdWz+TMicl5dRcJaWrcS2tsMiGWtcGKJYA1wJuTiies4rBmgp7R5qOgVzIpIlkejp5E3LBBReE/33GGWeIW2+91cnrqyOwacjKuMBpG5Q4GBiyNgSYMHHyTaDJFYO1ji3LBJsDeTWC111kUkYHyCoTSP9318Ne/ttbnnWsdKmJCaBkxf0EcjQup6kotBbA2fdpl227d0YG4Jx7rKIFAmEmnUKeDt6LbXurq4JwhVFJxVK0jKRfdFpXUrpo+MYaYNPWfV7sRNZinDZqVjMpNexkRBbnYSvEe4Oc6CSYqGOKVoGqbBJbmwBNJSUOQGqk0p7QIG3pXrFFaCMrd2FPl3WV02OOWCyefPQyL5fyPc9/jDhskU9qVYVkShpLaHybbJDdmw5yYu3eGcUeVKKn0igNxSa2lRgPbRU65QmIPOj66B7QwWnQvg+a0+6tlUmp1rQ+dw1rpqRMWyebQOWQLCtjWfV7mZJzMkrKLKWyLbu3l0nZ1REq64tQUk6VTEkJQE25oS0XllEhJSUjf8gMejSRydi2MWGSBQ8gYrIIy/eW3WPeZrrdKmGaSTkVk0lJv2cVGygvuWGzl8fyyicnxyjYRKgeKNnCXMvubel3kLGYhmrdkl03p5mUsGSWkGwpT3FOlpJS7z7NstK6tHtjIbd/YiazNIesfOBDrCopaQGsQPaQ7V6madWOkjItkzJQx5RwLsJ9lZ5JKW+3M1ZSIkqiRiptHSUlPd+2Milx/7sigl59xnrv3vjaLx4QVQKe10S7d1fzinNGJ/yxOnqfILcN43gWiRKq9xTusZbKfaZWxTmymZQ49COHW9zzj+uu1+5N70Wnxtp/NrdyMBV46kdFu3dPwvyDcdi63TsQFakc9ANEcu9y3e4d2r1BUjq0e6fM/bb7AmyUoR69wicpOZcyHkxSMgzt3nKWAEyGOLGLNsjZthPJAq8FSsr1KwYSCSZtu3eNlJS/3TkibvjdbvG8k44QKwPiwTXCzJCCWt9ttHsj60/HRmuSrxbmnpbsujnNpOzp9J63ohccpSUp+9yQlFMZ9+PKxf7J/A4HxTlQUQKnrBmSav/FZs2u3XtWmewZ7MmRpJw9lKpGRD4W/r2M7d7+85+8wfItcrP5ZFLWTEmpQ9pC8Qglqk2S0lazdzue87hV3uHIV37+QKXmgzRSpYnFOXToGD1gw5i1bKAn046qpaQMfo4rVZdrQDEeF0HUUlKmXzM827i/og636PM/gDgvnUxKygfVsHubtXsnZ7yaAq9P5cAA41Dis62Ybyn783Ts3vi9Fvd1Obd7k7vBb/d2WZyT7PQpjZKShCfdUFL6PMT9QQQdYy6YpGRkD3oSQfxZC1kMUBgYoid2CND1vjbnDdPesWlvUdKeRxkGJBvkhcRZIatKIFHG02vO9DOf8kBZCV2Vdm8oT23bvf1T7ZQNvCG5Xob2WRR1qWZSltW6WopMyowNAp240wm88iIwyPdpBzYJSwe6xU4Hdm/kUcqU5hAw39gszomegKu3e+ehpJzNjOXw8xZnam33xiYAYwmIapNMyqpm1dkibb3ccEvjK+5/m6U5UWBj/qrT1no5uNfesVNUy+7NxTlZ5UpQe+3KavfWUFKSYrOK5TmIRPJitmJJyiCTMuOAjv6dolHaoVtuqqOktHG/O1VSKhKLeC1J8xk+TrFWtjCtafcGli/sdW73JuWkn0nZ6ayjIe0QvSxOveg6kuzecHcy5oNJSoaZklLS7k0BztETu7A9MmfrGeVRtjd7E0xCfcmqEL1m1KiZt2LUBPsnpsW3frVNPO7IxeLUtUtz+7llLRlSsXvrKtSSgGuRtfBqNciX67rJYvogjTUKmZTBAriMhEuRGJVs945mUqogK5MSWLW4z0lxDkhKqETiMrTiMDTQI4YtBpKH0QsKSso8LYVpYf0EqGPKqKT0M7xsFeeYbVZBXmATWdVDn7QNogqwRrNly0MmqyuSEnjFk9d68wciaqoC7z5NGEvKovrJE0QWtituUe6R2e6tmUlZVbv3RHBfxCkpcQ1wWJ51QBeSlDFKSu97axaI0XuBuUYW9ByYkZTZa2VdYG5SLc5JzKR0QJZNaSopgeWDPc7bvbHmgM4C7w/eazjNMMfaRlpueFmKc6LxK5gTUQ5GvARjLpikZCRiiopzUogDmiCzJjKaDJEvU3RWI2U/oFUrDianPK2yoWorKb/1y23ee4qsJ9tB92koa6MlZbjJtHv3WLZ7T0iEgVdddUHXSimTMlAKcsN3fPnAYEGZlMDhQz5JaVOJhnv7jgf3e3mUsmOSKyUlHTyVjqTMIPqAPqhjSphJiTEgtd1bSUmZTP7IgBTzdVFp6yopca+QTc8EGAfQouySpERhzgtOOkL8/P494s6H9osqwCdV0pWUVbKvu8pThtILe4i0a6HT7r2owpmUEylrUsyPIB6RNykjHkkiKQe6u7TmCqhaMdaolF8SgWRm93ZXwqrc7p2ipHSxz2mJitT3a3QIAEeTK+A+wrrJixFxKEZJc7uQe6hoJSUJlug6gItgJWU8mKRkGCkpW4v5GeUTu5YKM98BY/OusUwlpbbde3b+ZqCs6sA0fPXnD3jv1dkbjsz159rIpXGB8akZb/KXIdHs272Rs5P+c7EYxM8t23WTBWX9pEVLtINIOFZSzi8fwPiTda+aZlKmKSmRD4fPs5kHec/OEW98PWV1dh4lAWMYiCZbY69OAUle7d5QJWCPIWf3LtdcBBLLU4FmlIPJbi6wCdAtzam6DdRWK31o97ZAaPvW+eyDE1O8+sz13t+X37xVlB14XkHMZykpqzqn69q9sY5pv0+h9AL2pqgpcViJNVrW+FfE2FyEu8fLYw5IyCQQiUlFO7bs3lBSqj7rNpTDLpWUXialwlrJiy9JWIPR3GSVpAyLc9R//2WDvd7aweaBbjswj9C96lK4Q9c0jqwti5ijfR0JLgIkcVbRVRPBJCUjF7v3MNm9o+3ewUA9XpCSkgJrrdq9wwEy2u7t/7cNRUIewGD524dHxTOPX+nsVDIJpu3qroBNloyK0ondG6ogiQ23SZZq0dDJ0xkM7N6spJwLqEKyrN4mTYcUaZFl9wZsWr4fHvG/12pJqzdAGci2Fn+h3VthI0DvhWvCS4Y8DtUxJSMpZZTUuOb4PBm1Bysp54LWHjp2bxvrM7r3ZcYlEyCrFq/5vgqUEGQRx40szgka4NuV8ssH/TK23SkkJQ4rVVSUUcVmFUuysiIckEuZmUkZzIvRQlMb+cX+e6E21pje7zjo8mM+3OxZei0qKV0cQJhkUq5Y6L//ux02fON+pT0UjXkuItDSMvzLEqHRPvaTq/MBVlPOA5OUjOyMi9TiHH+Sz1rItpSUkXZvydId29i8e8yzBiWd9JmQPfg6tBHiT1WVlJu2BeUUa+XKKWyCbM1ls8bjHpVdAFu3e0ueDvuLqGrcY8l5OgqZlGFxTvU2GK7t3jIqhtaC7ZB1MuyIIfsk5f5x/31e3Bev+kjKpASybG/Kdm+VrK2uDm8+GMmJpMwaK3Rzxlwi3GBlFOfIbmLTbLQyGKQoiamGKylh97Zwr9C9TwdLroCNKUpWXG62bYHWOEljSVk21HnCa4CPmbtgRwXSGog99Z4iMVbldm/aNyUdnlPUSVrkSqs4J8HurRkNMoY1iCJhbKpyw7yAXzXLdaQLHKBNzqqSlBmlWCXKpAR2OWz49pvXO+aMeS72eWlq2rIc/LQfGq5b4bs6OZdyPpikZCSCSJa0TEpZxUF4Yhdt9y4wkzIpj5KIMrSD6iBO4l/WxuokbAoadJH9ljd6qaW6ZOoBKI9kT4ZdKCllSBE/S7Vc181tJmWgpCwZ4VI0RienpbLfjO3eKe/VKiIpLTZ8j0z4c8hiBTUWzTe2bEw6ZA+IE7wfri2FkzGlbWkbT5f5UzYcCO2g+01mjPOzyQyUlFTKVROVdstepkbiYE6xcYhM9/7CXvkDBl1AFeS6qdYGJjLGEl2le5WR1ABPJEpauQdyEFWavaPFOVWMdQjt3gnjHEpKMa6mObiyMimx7sTaTPUexOGOSrO3jeKctCxCG6DiNtmcbb/ELr04xyZJh/cI2pioQEYWyxb6SmWX4+Ycu7fDPbHvooi/B7o7yq2kJJcnowUmKRnZOXE22r1jMimLKM6Bombv2HRiHqVxJmWMxL+ogiATkhIT8mOOWJz7zy5ryZBn95YkKbssby5km2o9BXDJrpvNaIl20IYEmxNGCwcklZROi3MW2ycp9wdEx+IE1UccaL6xlY1JGz7VjRA23q5VeTLk8ZzDwRKprltWteQNloqyzDSbbLBmSsrQGqqhpJzxshMP2mltdqykpJIVKO5slnY5JY6z1FYVPXjUVdy2N3vTe5qlpBzTUFKSsreKxTnjWXbvfp/YTculJIcBfa6t2AsTJaWu40wnL1oFNP9gPMwCxh6vCC5HRR9+no6KElghcQhgCnRPUMQbjXku9sQ+ORx/HTo60CuwoPCDn3ZCfd0yUlKy3bsdTFIyzDIppdu9p+ZNhrIEp02QnDpVSWmSSRkT/l8lJSUm141b94nHHrlYKYDcFuqQSUkT5Iy1dm95u3fZrpvtPL0oWEmZrFqi1lInmZQ4iOmMz/xpJyl32rR7B0pKlVw7Iin3BvOPKej5UlXp5aGkDJ0PEnZvoEy5lLRZSy/OkZ8bTLPJZAsBq4JwU6ScSelfc1M1Jdm94wgo24DdG/eT63gFe9ER8fc8xldSbzUtkzLR7p1ConjqPUVibFGg7K0iSUkHZkmH5+HcdyD5gA6HdxDeJc2pYZyXwlyBPYT/Xqiqts1I+ayMTlOoHJKF81lnvu3eOnmU0UMA13ZvuldpzHOnpEx3ZBS9F28n1KF6XjrQzUrKGDBJyTDKuAgX89PZ7d4L2iZDIn3yzKQkktKpkrLd7l1SdWActu4Z95SmCKAvAq38zvK1e8sqKel5sXFKSmHgUnbv7o7Cs1bMD0Q0MikruMFwBRA4uAekMinD+1QxkzKjhZk2SPgcF5mUi1QyKfvdZFIqKyn7upxvhKWLc0pYCiNl95bc2GHMjOZfmbV7l+camUBG/RwHW5E8pKQcVCSRdECE1h6HG267JVydqfd8Ved0nbZzjEmL0uzeaUpKz0GgNi5jjABJV8V27+ziHIo6Sb5m+DeUmUJhFged3gCMNRAb6rZ760Y96Y5xTkjKjLnYRd4svpdOszcd7AB7HCkpMSfjHqJ71WVPQ1YetTemFry/JBcLKUuJk2Al5XwwScmQUGYsMLd7x0yGtInIk6TcEgwCRwdBtXHAAIeFoU5mV5zdu0rFORuD0pxT1gwV8vPLGBZPE6zsyTAyYUDI27AU0AZFTkmJLNXyXDfnmZTU7l0isqVoEKkio1gK7d6Kzxo2A1lEGFRAUFO6yKTUUVKmbdRUN4Z4tlXIdAAbtrKQlP2SZXdle/5lLXKw42HqZiWlucqoL7gOE1Nm88pojkrKFWETdLnLc2RIFYwzZVoLuQRFK8QRjShL6+pYkNjujWuEcUFVSUl5wVWMdcgqzsF+K+uADuKRpGZvYCB0ys2oH0goEsama3/dcjBZqJTdZB26mVrb44D9huq6hAAVH9Y1aYcApvM7DiHmtXs7Kc5JX5+W4eAH+7T2dSTcnY+MTFZS1e0STFIyjOzesnYAbzJsyxILT+kLsHuvTbF7m+SFxEnuiYx1MSDXqTSnrNZ4OhlWWQDjmbHR7q2SgVcGG0OumZTc7p2S/SZBUoYt9Hp27yyApLRp90YDK+YMlXtkabABs5VJ6amauzpTre5xgDoIKiEs1F1hKijOyXpvyqyklGr3zhjjbChqSAU0ykpKK4R2SFIqqqtMVEEurYt2oyNYSZlVrgRxw9KU1nbaf+i0x+cRxeG0OCfR7k2ZlMlz3/D4dEhm2ooGoXllUJEwNnVRtTcml8LunaOS0iSTsquzw1sruSIp2wn1sN3bgXAH1zT94KejBJmUfoRXdB25PhBOseV7LpikZNjJpMxYxHqTYduJXXhKnyN5ByUlrCM4mXVBlE1WXEkJkhLtuetT7PAuUcZrlbUYjEOPpYlQJQMPdu8yXTcVZGX4pCopa0Ik2CLygIUOMym9vD+J+xEN34iOsBWOjkzKxf1qGx9qArfW7p2Rd5St+nW3GZ6akcukLKNKUOb5p7kha2NnI5ssvEY1UTXoqoz6bJGUCuOSNbt3yRu+WweQGaqfih48ah+wJahtsW5PUlLSuKqqpKSfV0X1UpaSkkQh+zKVlNkkpcqBlu57UScl5XTGXBzOZbPlyKSkwx1X6vNJulfb270dKSnLPqZi7G9fn9Cem9yeDB9MUjKMcqJgbcWAYKKkzNfufUCsS1FRmpa3VLk4B5Pc7Q8Oi1PWLEnMqHENIgCKnkSiIAKerC+yDd9WSMowYFkikzKYfMveahoHshx3p0RLtMNXtJWLbCmPZc5hJuXMrKSS0rddPrx/0hoBq5JHSQoB2MNtZVIiS0hnE0TqINqIF0n00+LYRbOmy0zaMLMsDyVl2O5dnmtkAl2VUbhGM7wOKgpvU6wIm6DLbvcOSJWMkocyrYVcIixXSlBD4n1NyhmlNYBqu3deURwu0DqM6Uh3ESREneDrsfdq35eZqu7p0FjZ7m3YZq+bF+1GSRk82xnFOTb3hJj/dZWUWYcAtpvoe10W52RlUpZgTCUlZRTES5Dbk+GDSUpGdiZlxsCH05E0oiCcDNtO7DCgImcmL5ISmWawAGWpBIkQ0jnl8cKL2zZarfyNcm947tk54m1mirJ6z81qOViq0hxVJaUtu7fK6TAmZrhJkcnWhExKEOkgjutCJNgAKZbk2r017d4SxTnAqqDh21Z5zv7x6VAZqQLMO7YyKTEn6Cj0aOPt0lZYh+KcnpTNBW34Mu3eVEhiUJwzELxfdTkAKbo4J+9270rYvYk4Ti158PPRm4AWkd2d+L7iPooTDxAxNqBBgnuZlBV0Y9DBQdJ8hMZgIOmADvMpkJZJ2d/dpfz8j2kqKWnfpE1SWhj3pQoxJV7fZFYmpaN2b5VD/rhDAIiJXFihWyRlh9ODUvRIYC+RNs+RmKNI+GrPBCXlLlZSRsEkJSNb3ZAx8IEoSDtpDyfDmBM7LILzIu9IRp3W7G1KlHmS+7bBpysgY8tEvMVh09Zh7++imr3L2oQ+pmn3nrEw2asoYGSVRnXJpKRNSV0smTZAihAZJaVucU5cOVgcDh+yS1LqKCmBJf09FjMpNZWUATnjUrEj43woK0lpU0kZjpkGipqeYM6uInmRtIGH6wVrERW0InnMlZQwZyRZU22i1VRbbpJyQkpJuUB5fK4q6AAnSYGXZuM/YKCk9DIpJ2e0ijLLcP8kPVM4qMQzlzT3UQTKUEmUlMjn8wik2ZIrKRWKc7IyKW2u1WExN1FS0ri5d2zKXWRWW3GO7b2KTNEorpGqe8g2MJ+2K6BxmI5DeFZSzgWTlAxj4sBXUiZPYuFkGHNiB9WiqZVIlaRcv0LO7q1z2pJUKoHvWXbyaOPWvd7fJxfU7F32TEoVu7fXymlFSanS7k0Eb3munctMStqUsJJSr0W3p8sgk1KGpAyUlDstNHzjNeI0fnHKhioJWPzZsnvHnYCrFbG4Iynpfcxs9w7UMXnNu7Zeu+wmUcZGK7Nhxga9LkrKCa/wSf162CzOwTOgWjilAxzogaApfbu3RCleo4pzgrER8RzpNv75JMoYKSl1MimDsblqDd/jUwdTD8/hNAEBmeQi2BuQvWmZlDr5xbpKSrrfddf+rWgkR5mUVDQosY8LXYhJJKWhtT3+ZxravYNDABflOePzMind7PNk7gE/k7LYtU/cOhJzI8pzOJNyLpikZBgTB5iM0haxdJIXq6Ts6cjN7k0nFFlKylZehtrrwkksrLZxG3gsnMtu94aS8qgl/WLlIp9cKAImBLHzTEqFRRcUK3YyKdXs3kAVNzXaSsoetCZXa3NRmnZv7UzK+Wpx13ZvKgRK2sCmARs12ARtPI9+4HmH/kY4ByVlFe3edBiTXpwjdwhjS1EDUq0uByC4ZjK5xu5IylmpCApbWLbQXVOtLdB9mjae+KRN9eZzIxdAwjqrZeOfTMli1lBSBnNK1VTTYSZlyjgHK3eWkjKNpAyLs5SKc6jdW/29MLHiTjguzqG4kUkLSkoX2fteDI8RSdnrTIHeXmZHY57t0txWPFa5D36SDvrBTWC9XKYD5KLBJCUjs6FMRkmZ9lDtC+TjcZMhFsF5kZQozQHWZxbn0CmPelZbkmWt7EpKLBDveXhEnFKgirKslmWddu9uS3bvcMOtYvcukVVeuTgnxe4ZB2xKXBI/9W731sykTFCLuyQpKTJksY7dO5h36Hu4DGVPAr0f9P64AG2eksL620lKytqtSiatrJIyq1BCFp6SsiZji6z6uR10DU03TaMT01IRFLbgsgTCFug+LXvJQ14IG+BT2r0T7d4WlJSjk3bU9nkB+yY802kllzigG06Y98hdgDiUzAMtlUzKYMzUyQc1ud/DjFdHkRIUe6ZSnJOYSRkeEM9aVlLqK9WXpxwCmILIyJbd25GSUuKgtgxjqm/3nn+fEjfxwB5WUxKYpGQY5UQBA5J27ySSMi9SZfPuMW/STguKNgk1DpWnMQMkSKYy23Bv3z4sUApdZGkOgBwwrLnKZPcOMykVFj9ellTuxTnlI3iVSQrFjTQ2JVVTQJTF7q1DUqapxduBcRALXxt2bxMlJW3CaB4qguzJU0mZ9QyF6pjpitm9ZYtzLCopy6Q2dbEpyoKtggOM0XmU5kRVQSCzypwzKBPl4hfwVW8+18HoVPoB2/I0u3eopDQhKav1rOPgIOvg3CuNS1RSTs0p2IkDkb55KSlNlMMqa2Ud9HR2ypOUGc+2C0EB1tCm7d7O7N45ZVJKjaldHV7B6GyBc0OakhLgXMoWmKRkSBTnZGVc+WrIpAUhndgNxZzYYRGcm9171wEv8yELugNomsS/7ErKTVv3eX+fUmBpTis8u7NU14oUR3SqLGv3tmEpoBNImQ23CwtJ6TMpe/3xo8gFRynt3hKKErrWKpvgtIOYJDWlFSXlRKCk1MykBEzLczC/4dnSIXvyyKQM558KFufIlP7IHh7qNlnHXaeq5dQlAddM53oQCWIjk1JG3W0L2HBjTkhSkZUBRKqkjSe45zG12XBlVEZJmURSktIrJmtUt6xlztjsUOXuAngms8rBELGFz4s7ZEiL4Zr3/E/lo6TEOld33ayyVjbKpJSxe1MmZVa7t6XnGmMd/qge8udl9x6fZ/d20+4tQ1ST06SofdKhQ/46Mi43k5SU5PpkMEnJsEAc0ERGmSBJJ3axSsoMq7gt4KT14ZHJTKu3iRS9tUnsrJySctO2fZ6C8aSjirV7t4KNq93uDfWxlUzKcCMjn0lZJhWq7WbixJP+Ej9beQLZi7KbtZZ96ZBG2YPc+3TEUJ94eP+ktzAzwQiRlJqZlMBwQoGAzebIJJAClN6fIotzdNQxrtF67dnt3llzQ3v+lS5AllAhR9WhqwAOMymDkg5dcj93kpJKIEps+W6RKuYRB3U6YEtSQ4bt3mlKSg27N43NLg+QXADjXLaSsicx6qTlcLNr9zZWUmqqC1XWyjpQcdhlZlJSfrylfU44f9pQUjooHKM5GR0ULmO9ZFwUuk5J61nEMa+xpaRkuzeBSUqGUU6UjDIjtTgnUFKabmKzQI1ZWaU5cwP6m6SkHBbHrlyUa25UEsp2rYgAU8k78jMpbbZ7K2RSluja2Y6WaActhOuSHWdjo4dFOpS8Luzek0GGkrSScqjP22Cbns7vH58xyKTssaKkNGkPHSxRcQ7uD5Qsl7M4p9M4K9qekrLLu3fLdGBmskk0Kc5JOoCWAREc+WZSkjW4vA3fMi30ZSwSdAWQhJj/k55bkNwY2+KI5wMabhfCYE91Scqsgxg6oIuLOiGHW9rBH9YIeE/Gc2z31iXkbcV8JIHWpjKvL5uktPtc666f2++Vzo4FYpdDuzfdr/g5eK22o95k1kDhPsliHqitdeSKhT3engauT4YlkvLiiy8WNvClL31J3HbbbVa+F8NemQXUdRhQTJQZNEHShBkFDVquiRXZ0hyT0+uW8nRBpdq9Hx6ZENv3jYsNBVu9CRi8y6QGpPtaZQHcbc3unb2RmR9TUJ5r57zdm8ifEhEuRQKWtYW93dL5r8p2b0lLMeHwoDznIcNcSrJ7a2VSWrJ7t9pD9YtzXFoKZZ0PiNQA+aSijskvWiZ5rRFu7DLuV3Is6JDJUZAauUyK09yVlOSSMbgGWTZeFwhVdyVWUsqQKjQfNkFJCZIQRDbGpzjg414hUgzxTIpnrUzKsN27WiQlDs/7M8a4tLkPDjfMp1kHmti7qBxowXoPAkr2INNWqYnKWlkHKsTi1IxccY5MU7hNQVEaUMC0bLDHqd07musPJaGr4pxUdXrBdu+0BnKMcRBSkaiKYUhSXnjhheJv/uZvrLyQ//zP/xTf+c53rHwvhs22sA55S1DCpgcndot64yfDMMTf8UZgs5aScrYRSkqoKMuQR0nwMilL1FBdqN2bGgtlMikrrLqgRZbqwpaUlFXbYLiCb6uUu0+xIMKCTYuk7FIjKXca5lLuD4gOrUzKFDVJXkpKPJsYE1yWM6i8NzhwKVe7t4tMSjNFDR2+1iGXUreVnuYUkziNsMyrACXlrjKTlNN+G2+aCKDoDXWekIkEAPmcpKTEZTQpNauaklK2OAfYNzb/moG4jIvgUi1GjVNS6qgoaW7VbvdOsdHaAKn8ZfZxWdndIARxSGxrn6N7yN+OpEMAa+3ekfvVE6NY3ufJHFBSbqeNYlOjmI+E13j0ikHx4PB4aUVNeUP7jt6zZ4/4zGc+Y8Wme/vtt4vrr79efOQjHxE/+9nPjL8fww4w0MooZvqz7N7jU4kNcjbsRLaVlGSLmrTZ7t3V4bXiljEAvVWaU3weZXiaWqLrpNPujcUChkbTQpdww62USVmeaycLer91MynLZF0tfKOnoDbEJplC3tVyGTul7d6AaXnOiIGSkuae4ZiNmq0TcBlCGCqf0cnpUpRP5VlYZ0uhG6pPskjKMJPSUEkZrmuqRV60A3MQNmQ61wP3Lb7OCkmZa7s3NdWabbgvuWGzuPOh/aIo4rjo/LQ84TXAZ5GUg70J7d6znm07SYWZN0n5lZ9vET+/b7dwTXZkrUmXBGWlcQd0HkkZU2Yat8ZSbffWyaOkMV5XXQfCC2+/ieXZVnFOeOiecehma5+jeniceggwmo+SstehkjItNqbog5+sdeS65QPe3nHbXlZTAtp39LJly8R1110nBgYGxLe+9S2PXNy8ebM4eFD9jX/Xu97lfd3SpUvF4x73ON2XxHChpJRUZaQt5tNO7ChI17WScsfwhDeAQ86eBdnNkMpGKy9bu25pDjYix61aJMoAFydsJhifnlEmKXWak1MtLBLPoW6WalmiJXQWWaSsi1MKNBFQlA6qZKd2dYTXXgZ0b8m+TysX+YqmR0YmrWRSLtLIpEzL5dI5AdclvwZ7usIW2jIoKctE7MsoqemgJjclZZgjWp7rlDe5HuaGG9wrWYUoLkAlECbWxYf3T4i/u+o34t9+9DvhAhhLs8aSJhXnjHhRJVkkZY9HeLTvNXCPDWg0e7to975n54h477dvF//0vbuEK0DsgHsiK2e2dUAXk0k5LqekpN4AWfjvhd6zbtJmD6EL1sA6RLXsa5Mlt2Rsx/g3soWXIZOSDgFQ7mebPIwrs8N8TmsqW6D3RqqMrODinKTXuJ7Kc3YxSQkYrRpOOOEEcdhhh4mXvexl4cc6OzvFunXrxGMf+1hxyimniCc/+cni937v98SSJfFW0n//938X11xzjRgcHBRXXHFF4ucxitk4yAx6rQbIZLs3PXiJX+tY1eGftHZKTWCym6HEhuIEJSUNUIETqRRA8yaUlCceOWRsFbAF3xpfno0h7h1sJmDRkEVXJGTbpGU2tLBIfI96ZFKqLbJWLe61YieuC6AGUVEbdqvavSUbpAm0CcKGyFRJicdPR6EBcgaknHFxjiHZg4xDl6o8FZKyv6fLI2HKAhkVaOvwcNbawY5UlETFlZQmMQW0RjOxnoF8AhD5kxeWUlOtgSqIcnTJhVOEkjIsN5spxpqYJ0BuZaltWwrZKTGwrGueklIHNF/aioy59MbN3t+/eXC/NyabqtviMBGM9dlKSjqgm/scYM7HWiGuJ6AdmDsfVjhkRInhYcHhpCqipLxM+d980t+N1XtOcY5Cu3dWfIm94hxSbpr9/ssihztHDPULWwA3gK13dE7G2Gc7ckbGedbKti5mnxRH2LYrKYHNjuadqsF41dDb2ys++MEPih07doidO3eKhx56SNxzzz1eviT+gBTq6OgQp556qnjxi18sXvWqV4nVq1d7X/uDH/xAvOUtb/G+x+WXX+59DqN6mZRhcU7MQhbfAyczSXZvelBd5y/gtcnmpOiSPdMpG62WFbdcBBIGQuS9lSWPkq5VmexNmGBVM3bouTFt+G4RIxJKymBiLqNaVzr4u0NtYUqZh6Z24joA9wquo4piyXUmJdnJ4pQcqkQHVJS6Kgls1owzKQ1bo/G+PLTP3X1K7w0VIqVhQLEMwTXSDvgI2LTiV5NWUhpuWMMoiYorKSlKRzerra8HJOXBSikpMf/igGSXgd2b5pT7dx3wYq1sK7RwTbPGkqI31HkByjms0bPukWXU2n5gSqxZ1opuwkGCDOGWdI2RC4p9iilQ8HbFr7Z7/41x6u4dI+Kk1fZjlGi/lElSDgR277b5lw4NpZSUivnFsHuv082kjKjcgpeuSPq7E1qoqJplW6ZtrdVliudkgHZpOgSwSlKiib5rrkgI79W+McuZlBIHyWEZWUEHP5lKyhW+oIvLc3wYrxp6enrE+973vnkf37Vrl7jjjjvEDTfc4NnC8ffNN9/sfe6LXvQi8fSnP128853v9JSX3/jGN8Tzn/9805fCsAzvFFCKpEzOpNwfTIZLM0jK8Sm3xApem2zxiW62X9rERLYe2/J2G1ZvoEwkpc3J216LotoGr9ua3Vveulj1TEqQKypq1TmZh8P2w76rBp0WXeVMSlpgSaocMO7heTYlCLH5W9yvv1wZGugxzqTMOgHPwiDs3g5VeRhrcK1lyBS/OGe2ckpqmRwvUzK5vd2blZSdoRqyKsU5gGlTLanz8buD5CF1ps0NNRTNaaC1ZBXndBWA2JJR2yZljeIgQZdUwXiJe9OGkvKbt2zz9hrPP+lwcc1tO8TGbfuckJQ0dmftaRYHKtH2+ZdIS5lMSjz/Y9Oz0kQ93AI0dqqC1rA6IgWf9HenpOwNVIpymZQSJKVBk7lJHnUali9sHQJY30O13atYG9oWJ8mSw0VGaGQJTxCRhGvDSkofUnf0gQMHvHIbFaxYsUI87WlP8/Imv//973uk5aWXXiqe9KQniW9/+9uegnL58uVeYQ4TlBVv9w4Gn7hND02OSZNhXnZvXw0nN4HpZla0SiWqo6SkZu8Nq8tDUpatZGhM4d7RsYakAfcLeDsZG3SVNzSyY007sKnBe8N271Z2nhpJqaakDBdYkoQHNjU4oDLNDPWUlL16SpmyKCkpB9JG2WAcvIwyyWcIczY+vyxjrExxDv171phqy+5dl1Iu0/tWNZOuLCTlCpSsGGy2kWNOcLFhxPuS9Z4UXfKQF+geyVJShkqvtvcVBwm6ZS10b5oW5yA66Us3bfHmu/e+4LFzSiltQ/bADOpz2NnbnQzDgf1btt0bU5ZUq/XMQc/NodvubbKGxdrEtCzN1muTI8v8OdgGKFfcNLKL7N62G74nYoQefnGObSWlRCZlwWNqK9u8M3HNjHg8VlL6kLqjL7zwQs+qDSWkLlCqc8stt4g777zTW6SjcGf//v3OQm4ZljIpJeTjNPjELeZpc5pcnJNXJuWMtBoumh+pgsmUiSK04pZMSfnrrfu8iWnNMnvSflOEp6kl2UCPK6hwbSsp/Y2MZJZqxTMpdUK/cV1g+Wa7txAjQXO0W5JS/cQeB1RFKykx/8DihqbjPKIX4oANOH6+q0MEfF9ZG35eh4Oqz3/WOAcLd2a7d0D+mK4tQyWlxdbfImCqAMbXTUxVq92bVHd7x6a0n/nonOJiw4j3JZOkbEi7t6wLILR7R7JG8f5i469b1mKLpLz+3l1eNMDLn7RWHLWkX6xe2u+MpIxrS06b+9ozKUlJKWORJ7WvjPKeMpd1lZS6paX0NS6VlEqZlBLKxl4HmZSmJGXU7m17rGsnkP3uAVd27zIX52S/RuRSot17qubjvgwy7+gHHnhAfOITnxD33nuvOP3008UznvEMcdlll4mpqfSbeHR01LN5/7//9/+8Eh20dkM1CWXl/fffL2677TZxxBFHiBe+8IVi+3Y/w4NR1UxKUlLOn+SzJsP+HDMp5e3ehpmUcXbv4GOuf08V4Pe788H94pTVQ6U6LNAtLioDwT0vk9KAFAk3MpKnwyZWmaKBYgDdgPlVi/vEzojqpelKSpXsN9V2b9VMSgB5xCaZlDjUpExKXWCjBjUICnhcnYCbxKLYAN4b2U1Ka84ux3yEyAGZ1y6jpLSVTcZKShHe7yZk9oEC7d545kFU6iCqzgf55OJ9yRpLWoed9S7OkVXbLo9ReoXEmImSsq/LuN37khs2e66Xc09fG0Yo3fvIqNGckwQat2WUgzgk3Hsg3u69VCL4MZy3JMYAsu2bKin17d7ulJSymciyzgC7xTl22r2jma/u7d6d3gGDqZAjPtokO5PS5s+1/RqhpMTWcfu+cdF0ZI4kKLX5zGc+I2666Sbx05/+VPzkJz/x/rzpTW8Sr3zlK8WePXs8O/eWLVs8teTvfvc7ceutt4qZmRnxqEc9Spx44oniwx/+sHjqU58qli1bNud7/+xnPxPPfvazxctf/nKPwCwTUcKQ3/TQ4BOvpKSA5p7CinMO0kmr5CIG96GXi6ioekybmGhAKpMV966HRrwTvzLlUZqeprorXSrK7n1QuvCgynZv3Ie6p8BHDPWJG+/b7W2G8yxnKBtGSUmpoFjqUc2kVGz3jlqtdcsnMK9gMbvYgKQcCuJGMB8lzUVZmDS0EdO9ifuUbFUuMill0F8yAm5qZlbqtcuoT7zNqoWW18HgGlU+k9KwlR7rOxy26UZy6GTl2kCYrzY6JVYE/63a7o25BX9vKcru3ZDiHFm1LWVSRrNGxwyJMRqbTZSUuD9+ePfD4tmPWSVWLx0II5T+59aHxG3bh8WZj1ohilRStpPsYQyXpN3b+5kS4yCavU0IY5O8QN/u7U5JSa9PhtySyVi3qSTUWZepZL6aAp0Tqxa1271b+xVTBaiqgrVYuzcV2aUpKf3ynM27DoijgyKdpiJzVF+1apX4sz/7M+8P8PDDD4sf/vCH4nvf+5644oorvDZvFOG8+tWvFn/xF38hDjvsMLFy5UrR1ZU9YeBz/+d//sdTaH784x8X73jHO+z8VgxrD3yPYbt31mSYlmdpf0KXX8Qg20t1okxTGelayJtWmlM2a3yL4O4qxu7tbbhllZTluW6q0N0AzynP2T8hHnXYQtFUULlFVvmAid1bNjswCoz9IBmxCdRRQ4a/l4FdlOYfE9u5aWt0HkpK2U2K69eiFS0jo6SU2NjZyiYbCCyLlW/3DhXAupmULReIFkk5OeO1J7vMi0u3LmLDvUj566HO37B2iUfQbrZs98aYizExaywp2pqYF2Qb4LEOAzG3K0JStr5Wn6DCnEmHYbhXVfHlm7Z4qt1Xn7k+/Bitqzdu3WedpKRnWsYdBhcbnsHoGotK5GRISiL+ZOaKUEmpeSDRWsPOOiH9TeEp+SXbvbPmYpvFOS0lpdnvj+cAr8u2ktLLpGy7V1v7vFlrB1gyJXGhmKOw4hwZJaV/0LGZy3PkMimjAAEJ5eMXv/hFz6Z99dVXi7/6q78S11xzjTj77LM9VaUMQUk46qijxFVXXeWpLWEtZ1QvJy7NOhZOhhl2b5fZWK2TVvlFDAY5XSVl3ESRh2JUFVg8AaeUqDSnbCVDIcHdU5DdW8G6GJ4QliTLM49MSgCZlEDTLd9adm/NTEoVoo6Ui6Sq18mjBBZL5GclAWUG/muYKozsGXSszJM9VJwzZ0+XQyU4LfnaZZSU3sGOhWyyQVZSWlmjgSCBsipvp1RYAqGx4YZFF4QLokSwYbStpKRxNE1NA1ARVt1JylGFAzaovebavW0oKTu1n3Xsey6/eat41GGD4sxHLQ8/fuJRiz3C00UupUrOLFm6kclMoMM6chjYOtAqSkkJMQGeEdkDfV3IWrRlSEq8VvyeNor0bJGUGKMxbtokKfH7Ye5ov1fJITZhcWyrRiZldvzKukA9uYXLc+RJSmRM/sd//Mecjz344IPi/e9/v/joRz/qEYz4dxCOyK1EhqUsNmzYIN773veKD3zgA2qvnlEKdYMfUp9g96bJMOHEjjZ8LknKcR2S0mse08uk7K2KknLrPrF22YAT66EJynStdAhugAg3lby/pA23rIUFmTlYFOucQldlrIkDNpJA08tzdOzeeSgpKY84uklSAWV6LTZQUtJmTPc12CB7XCvzvHgWyQMNFXVMHpBVgfpKytlcFDVYm3jrmoorKUN1iW4mZTD3TUzpzWVQupnkyepieViyMqmdR4kDMFjv9o5NG+XqJkZHZJAq9DyrRHLUud2bbPx74pSURu3e3dolWVdu3C72T8x4KsooEQ/S9LhVi8SmrcPCNlTt3u2HhLifZYtzVPKLjTMpNUl5IjVlo5F0Iat+lIkvCn9XC6ICZLrbyKSMOwSwsbaHQnleu3dESWkLMsWORWdSyhwwHLG4z1vrbGYlpTxJ+fa3v1285S1v8cpwABTnnHXWWeKee+4JP+c5z3mO+NrXvuaRlSjbgboS2Llzp3jJS14y73tOT097VvG+vj7xB3/wBx6x+dvf/tbOb8YwAgYV/JHZ9GBixgAUF6wsXZyTg91bJa9ExlbWDpKPx9u9y6MOJHXS7x45UDqrd9lISlqY6RbnmC5AVDfcmJzLcN1cWlXbcXjE7t1kjAZkiop1pqdrgbeIhBLBVXFO3CZJBfvH/Y2jSSal6WuwUUAy6FpJibGissU5ckpqmXnZbxI136xiXTPY01V5JSXU+IDuNTFVUo54WcFuyYNUu7eGKmjH8GQ4t5D1bsseextGUg9lHXjokjZ1Lc6h8hzkjJICLTxINmr39t8H1fIcvAYU5uB1v/jU1fP+fcOaIW9dssOyyyNcl0ravYHhSMM3HAUgdWXm8bDdezqHdm9NlZuMzdeaklLiwEDGGWBT0SeTxSgLHALYbPem+WceSRnuiQ9a30ekqfaLHlNl1pHIMl23DAp+VlJK3dEHDx4U69ev9/IpX/CCF4grr7xS9PT0eCrKqLX7ggsuEIODg+Kcc87xynae9axneYM4iMhvf/vb4owzzvC+lvCFL3xBfOc73xGvfe1rvfbvT33qU+Kzn/2sm9+UoddUrbDpiW33Hp/2/i1pMRae0jvM0aOJU01JqZ4XkraBJ8Woy99TBbdt8093N5SapCx+Az0W2CG17d6GCgicMqoot7yYghJctzwzKdnurV9QEZ4qHzyotBhWIerQLgrotuyS3dtKJqUBSalisUu3zTm0eytmUrp0MLgo/ZFr97aXTYbrVBa1qS5MN/B9pnbviZncS3NM7d504AWVflhiYHHDSOqhrOiIoq2JeeGAIkmJsQ7kt/e1Ybu3AUkZzC2q5Tk3b94r7toxIl7yhNWxr52ilCj/vRgl5fy4FTgKZAvkBlQyKSfNlJS01lU93CcizEbMR7bde1buwFCyFMsGSRfavS3Me3i+cH/ZWqeQAGl+u3cr67iQMrLCSEq5AkbMO1v3jImZCsZ32YTUHd3R0SHe/e53e0rHiy++WLztbW8Tl19+uXjVq14ljj/+eO9zbrzxRvG5z33O+////d//9RuSe3q8vz/ykY+IpUuXivvvv1/88R//sTjttNPEr3/9a/HVr37VIz7/+Z//2fsej3/848XY2JinsGQUi1bGhZx8HAPQWEImZVIeZV6ZlHp2b3VFWmq7d8mUlJRHiZPessHFCVue9050sWBcnIN2b4XNpQ65XvVMSihmkHXfdCWlbPlAvPXlkLOGa9PSGljpTDMpiSjdF1GT5K6kDNu9iy/OKV+7t9whha9kSc/xwhxri6TEe6ZjAS0TTO/bcI2mea/g+qmMSbYAEgbzgondG+3e6wOScktbQ7Kd90SyOKfm7d5EOMpElVBr+55A7UVxDBSnoQO6P1VJyktu3Oz9fe7p62L/nZxKtnMpWwdm2c807b+iJCX+W8bqrdzubaik1C1/zFdJaas4JyBkbZKUNpSUdLhjSU2Z5GR0sc/z5/7OUmf3t7LN018nFPwzBw+JB/c1e1+jdEeDrESL9+233y5+85vfeEQjyWq/9a1viRNPPFFcf/31YvXqubL3pz/96eLYY4/1cis//elPiy1btogzzzxT3HTTTV6j96JFrea9N7/5zVygUwLQplV20Bvo7kps9x5KObHD9+/qWJBLcQ5tzFxlUobFOXF27xI1VhNJifzCxx1ZPpKy6JOueFuNYrt30BBpMhF6YeCzaiUQ/n1b/HXLM5MSWZyHLeoVO/bby9Gpu2VuHkkpec+EtiIFwiO0m2kqKUcsKilNcuVMyR6XSkqQdjrFOWUhKeXzrzu9Ft0kUh3XAZsAG3bvuigpidAwLc7RUbxgDkNOncmzqwusb7wSCI3NNtlzodJfGzatjjl4T+Ry62QPkaoKlYbukEQ5MGlPSRkeIM0o3SPfu32HeOqxK8SjVy6M/ZxjVy70nh/bSkoVVX/cISHs3jLN3t7P6MlPSanbvGyaFy0LzFEy+xKsFbLmM9oT2iEpbWZSBocAB2yTlB3OY71UFKxltntHy3M2NzyXUmpFiybvO+64I/z/gYEB8aEPfchTPhJ+9atfiSuuuMJTTLZbxQFSVr7xjW8Ud911l5dnOTs7K9atm3sC9ZjHPEY86lGPMv29GDmfzEBJGXfSjhO7NCWl97XdnU5brykrU0UN52VfKRKKaRb5VpNZ8RsebORAUp5w+CJrm7m6ZlKGeUeamZQmmwsdUkQnS7UMUCFY4oDNZOPt3pMz3liKzbkseqjgSXJTMFnRTEqMc3iOdNWcAOYoHKiBFC+bkhIn7iDvZO1eLXVcOVSCMpsLmfZXnTiCNAz2dDmz5+eFsEla1+4dRvKo37c2CCQTgKTU2WxDlY9xFBt2HLLg+9hs+G69J5JKygrO6aqRAJj/ZUgmFHsAu0hJqel2iSMpRxQyKb/68y1ebv95Z6xP/BzMFScdNSRu3TosnfvsqjiHDgnxmuFOkCUpldq9DZ933fud1Gm2xn0bxTnZSkp7ij6dQkPZQwBXuf69Bdm9bfUF6AJupE6JdWSYhbybScpUgEj84Ac/KE499VSxePHieX9uvvlm7++f/vSncz7nuc99rrjvvvvEH/7hH4qRkZE59pwlS5Z4+ZRDQ0PiL//yL8XDDz/s+vdkKEK1ICFOceBPhtOZk2FvdzzBaQu0EetXtXsrDmJp4cVlUlJiAf7IyGQpS3Nctb7lSXADRBaY5ImEp8PdqjEFxV83FWBuMMmkpOywR0YnG53fApJSpdlbZ8GmsxgOM7EM271N1ViYh6Ag0YVp1qFLJaVqhnR/yTIpZdpQZTaxsjZaWcBC6sqenxdMVUYmkTyhursAJSU1fO/StHuvXNQbHvisWz5gN5NS8gCSnucqHjy6mrvalV46MSemSko8U1/9xQNi9dJ+8cwTVqZ+7ilrhjw7+327RoUtjE8dVCjOmTv/7g/+po/LuORkn386lNC13uuWmtAY51p0gfln2nJxjo09oVW7d9shgDVCvT2T0ondW4IcLvjgB6VpfRLrSIoZ2dzw8pzMUf2WW27x1I1QTXZ3d3tFOZ2dnZ71G+rIq666Suzbt8/795NPPnnO15533nnihhtuECeddJJHTEYBqzcyKUGAQl35zW9+0/5vx8gvkzKGaMTmEtx0FknZ39ORSyalSkMziDIMYiBQ0prC5udqLfCaucqsDqR8nA1BqHfZoBue7ZLgJjWJqt3bJJNSR0lZxUzKWUUVWBzQworvg4UVtX03DdhgqRZUtLJT5du9cWurqAnRIgoFoq6SktQtiwyUlJRLaaKk9EqsDDZBg2G792wpDhWBMliZW4cUC4w3sSpZbTIY7PFjbDC2qCiUywRTlZEJSalSiOIC2HBDNaaS10pW3iOX9If/f/TyQfHrB/Z5a1rTcWiO3ZuLc0KSUjbHsJWZNzlnDMM8k1cm5Xdv2+GtNd79vBMyxwUSA2zcOiwevbIVbWaCcJyTOHiguBWaf2kOlFVShgdaMkrK4EBnULc4R9MCbRrFYnt9LTPetLIRZ8tVnGPZ7p0UTeBCjILvlZVdXni7t+Q6EnnI3Z0LGq+kzBxJUHLz3e9+N/HfoZ7csWOH+O1vfys+9rGPeTZuAsp1Dj/8cHHNNdeIrVu3iic/+cni3/7t38QTn/hEz/L9nOc8xyM2kWX5i1/8wvt3RjUzKTGRgVSCkok2sDQpZp3YldHuHQ31lT2dS8shoe9RBnUgFktAWZWUNk8YC7N7hwuQQ843MlW3e9vI04GSklTCTSUpQeZRo616LIG83VtVkYVDHmyIhjVLa6DGB+mkQjLEYWigW/zu4VHnJ+BJIHXJmIMilinFTVqojikBSUlW9R6J+6o3S0kZFijYy6Qkgq4oos0UpiojInx17hU6YCiMpAzGw71jU+EckQWsYaG+PHVtK7qKGr637B4TJx41lHtxjmkBXyWUlL3dSkovam0nInzA4B4jlf6opGoahTkYi172xDWZn7shUp6DFnAbwHiEnx8niIi7h0DgEjlJboKsGC6dAy0oKaHp0D0kaimHZ51kvFrJpJzNFq/IFMHZFK5YzaRsOwSwdUg2z+4dRqBZzKREhn/GdadrVGQmpcx9Ch5lzdIBcb/FwrYqQvmJ3rx5s/jHf/xHTwkJ9PX1iVtvvdUrx3nhC18ofvzjH4ef+/KXv9xTSILEPPLII8XExIQ4/fTTxYtf/GJxyimneGpMfPwf/uEfxHve857Un4uvPeecc8Rxxx3nfe2zn/1sr20cgF0c9nKU84Dw/MlPfpL4fa6++mpxwgkneJ+L17F//37VS9AIqMrHo4t5guyJnU9SHixVQ7NOXogn8U8YfMpk28FiCYuWpLDvolEm1Sndz6pB4PTcmNm9g9wq1eKcEpC7tmISVDIpo4UHTQQ2CKqtmj2KCzZVRVJUzWGipLShXsKmDHNSWjO0SyUl7m8oSl0oKWmskHY+lEhJqeLaaM0Ns7koakhh5YJYzgs6ObJRELmplUlJyqrClJS+KkjF8o3YEMQHRg+71q+gfDA71js6rM4iczBeNEFJ6bsA5MZWOoijQqSwGNNgbCYSfXQye466dds+T1X7og1HiqUSh4JHLekXKxb2WC3PwZ5G5dABkSuUSamspAyV1DLt3rOeilLWfWZLOSyb8WqKrExkANmjOHjLs8DFxhp63iGALbt3wvPZ50RJeTBT1OH1o3TCtl9Uu7f8s7tu+YDYumfcc3I0FUp39C9/+UuxYcMG8bd/+7fiaU97mrjnnnu8j69YsUJ85zvfERdccIFH/NHHCcioXLNmjdi0aZNXwoOSnSc96Unhv//FX/yF2L17t7jzzjtTf/75558v7r77bu/7vOhFLxKvf/3rvY+/613v8shPqDnx/V/5yleK6en5k83o6Kh43eteJ6688krvc0GQ/v3f/73KJWgMVAc9InGip+2yJ3Z4YEvX7q2RIelt4BOuF0488W9F5wVisLtt+7A4afVQae1rLRXrbInavdUWP1027N6hKkjN7l2G65Z3ng5tKJEl1kSAeEP5gKwaRVdJKRMIn7RJ0rVaI0NrsYVMO2zKMP7JWvp0y13SFsd+drPDTErJ14fPwxhVCpJyxl+AqxTnJB1gqbTeyoAONl0Qy3kBm0AQwLrzvUl+KZE+RbR7RzfcKtZFOuiKKi9JSWmraXVCUknpbahhMa25khIHUbJqW1yzRb1dc9q9VQvjTErNLr1xi/d3WmFO+3t4yuol4s6H9ltzjOFZVCFlvUPCYP4dlnS4RfcuGJvl2r3VD0pVScD03F33xTlZ8Tjh3jlHknI6PKQ0//2xl8e9RUple+3e8UpK25mUsuuIosZUlXXkuuWD3ut8aHhcNBXSdzQUhy95yUvE4OCgePe73+0RilA1jo+3Lt7HP/5x8fa3v12cffbZcz4OTE5OeoP1n/7pn3pW79e85jXhv+HjUFKCYEwCFJvPf/7zwxMakJJQdQJf//rXPYIUAPkJ8jGq6CTAto7sTCgpAWRhXnbZZbKXoFGYtqDMGJZVUiY0gxdp2c1SbOhs4EE26SpGbSnEfvfIqLdJL6vVW8bSlyd0myN7bNi9NQoPoPTCoZuLAhncg7oqtLxISti9mwgsznB6L6tG0W2hTzuISQMOqrA50rl/rCkpqcBHU9GJDaapjRibYRdFLK1DRfnX5827EuoY15gMMrmUinMSxjdXSkrZQg1VYPPhYkyNwousMSgSIjJEZ+1C9tmi7d4qqiA66Dp8yFdhumhaJfWQzH0K+2IZ1kKugPkf96iK2hbkc6iknJw1IsbofcBeZ/vecfHLLXsT/9zwu13iqk0PiieuW6pk+8d6G3MsiEobwFykcnDul8a12b0llZRJxahpSkpd9Abzl7KS0nLMhwmxKCvwobnajt3bHklJamVb7d5EzKN7InaPbYm4h4LVs3tLzHVFxmKpFDCuD+ed5pbnSI8mH/nIR8Qb3vAG8Y53vEP09PTMaf9+5JFHxGGHHeb9P8jGvXv3ire+9a3i4osvDj9vz549cwjHI444Ys73BwGKvEpZfOpTn/LUlFBgQjWJ7EvC+vXrxQMPPDDva/CxdevWzfm8hx56SMzMzHiFQIyYjAvJh4kWstGJTDaTEgtonLaolNS4b/dWn0CyNvCeFVdD5Xbz5j3ipRffKC4//3Rx2jHLhQnueNBfJJ1kIVfJFbLUMnmCmhAHi7B7BwsvlXyfaKyASrlJFm7fPixe+Omfiv967ZPEM45Pb7PUVVJ1dy0wtnvvbKjdO8x+U233Vsw8806BNfKmkAeJBSTGedXoBGRSHne4eeEAFQjg8Cw7Scx+uzfgSkmpWpyTVHZX9vzrrNB724oalwVDICye96nrxWdfdap43klz18M2IWOBc9buPTFdObt3nJISBxwYP2w1rarYUz3VTwnWQq5ABwAqaluQKFv3jodKStU5JT43uUf8YvMe8cefvSHz8887U05FSSBRAKKWHh/JOjUjKeV/ZxCSmEfhJFC1ewO4vjJzBd4Lmmd1EDrYFO/3VpGQ+0zKTJJypgAlpcVMSgDxBA+P2CEp6b5pH+vCngZLY5usgtX7nAIPflQOu9etaCn4n/LoFaKJkB7lkBsZRyCBWEI2JJGUwD//8z+LV7ziFeJnP/uZeMpTnhIShLBbL1wYn4OH7/285z3Ps3Mff/zxqa/lwgsv9H7m//3f/81TbNrCRRdd5P0h4LU3CfqZlDPzSEoZJaVqSY0KsLjGrauycdGZQDBRpP0M34qrPjDe/4h/er9lz5gxSUnq1hXB4r2M0FGxusIdD+0XKxf1isX9qiSljXZvHSVla5E3aPEtppO8B/bYP9GzkaeDTTAsYE1VUqIYAlgWqAWVMymli3PUsrCizdo0J6hsKEHygyCyYReleUhXSWmDpMR9aivrKQqap1Q2KbLqGNdQIVhpcZ9Xcc5g2Mhun1imsXTjtn1OSUoo8lXLruLWZxMa98rw+IwyIeJCSali936IlJRtRTtQtRShpKSyjrqC4jcGFeYFkM+btg176imMYapOlzj86ytP9fIms7C4r1u8UPF5PWW1LwrAa7a1p1EpyYNQBIJttNOH+zJJu3dLdS/X7n3EUL/QhW7zcqigd6yklHF5teZi2XZvO5mUmPttiXzwfN25Y8SKcIjum/nFOXbFKCouCggiisqkVFlHPu6IxeJvnnvCnBK3pkF6Vki6Ud///veLM844Y97HP//5z4s3velNIUn5V3/1V4kEJeHcc88V3/ve91JJSjSIX3HFFeIHP/iBGBgY8P5ABYlyHlJTwga+du3aeV+Lj1177bXh/+PzoOiMU1G+7W1v8/4QVq+208pWFagSB3F2731Bm2vWApU2vaph0LLwFjHdnUqDrc4AiskpbTMNAkmn1AQnoIAN1YuNkHHXoIVG0QUwOPG6a8eIeOYJK5UnalUbbfzPV7cuurLKk/rLBalhy6qyaqivsSQlKYVIOaR8nyoU5+goJaIE4ZFL+pUVotgYmiIkSjVbxlUCz5OAzfRWh0pKlbECShwXqk6Xz39WAZ11JWVgI3Vh90aGLLBll1srl6mSkq6ljpIyXAMqECI2sTw4qVOyewdKymhxDuWDgWQas6Dck233boKSkkhKFRcAlF5QBWJtjGdz2aBvizTBk49e5v1xAag0QXJv3GqnPAd7AVW7N82/sjFc7fOWzDPklfcZEMbIv0RWsipxZTvmwyQzUzYf2q6SMrtNXAUgwPG68GyaRu2E7d49Ce3eluzeKnN/kUrKSYVDw5WL+8RfPONRoskwvqtf+tKXxn4chOQHPvABz0oNfPKTn8z8XsiSREt4EqBsRIYkiMYlS5bMeQ1kLb/55pvF9u3bY78PGsBR2oNMTAD2cig+GRaVlNFMSskTuzDzyJFyzp/Q1RaVOnkZmCjTSF3Y2nV+x/0T9ggisr7bOHl2BZ1mdReAxRkL4Q0a+Z2hLcSCklKFGHFVOkQb1DKTlFC+NNXuTUohKopwlkmpXZzTrUUQtkjKYpWUUHTKNHZmYbCny0kJi4rVqbRKSgkVaNbGToX8kcFgsG6AQsg2SJ1pq4zFxqYoDjigQ+SIFkkp6aZxBTggQHqo5KvhoAuHze1EJOWD2XATtOze5S55yAN0AKCSW0oqwl2jU97Xl3k9S8A68v5dB8JMSFPiR0VoQOWlsHrj52MeU1lX4mdlHWhhrYzXNWAY7aBzv9suTDNReqravW2s1fEzbZKUNhu+E5WUmtZ+G46Mnq7OQsZUPCNYa6tEeDUdTq8UMh9Vsx4f9ah41njbtm1eKc++ffvEWWed5bWMn3baaWFe5g033CCOPfZYr5Dny1/+suju7g6VnkRgLlq0yFN4nnPOOeLRj3609z3RVM5IIw4ki3O6g3bvyEIWEyIGjKwHkgJ1XeVj6dhBMIipKylnM4tztJSUwcmnjQb0cMIo8aLOty0Ur6SkU289knKBeSalxumwqzxPejZtnXqajDVJQIYYCCBYmpoGWkyqWMB02r29gxjNdu/owZWqinyxQc5VXCalKmhBa0p+YQOHxbRtq5FOJiXmxDJkUiplSYVKltmMzardTEoXdm8i4BGl4bI8B8SBKbmum1+qQ4jYBAhWvwRCpThncp7Ve07DtwXlK92nUkrKmhfnhHnKKsU5gUIWDoKxabOylrxAuZS3Glq+Z6kgRIWkDA/oprx9meqhQb/EgRaRmCZKSgDjBfZSVVVSyr4WXWt7HkrKFaRAt9DwnUQg2471qoI6XSfCq+kozcgO6zUauV/96lfH/jvs1kkLuVWrVonvf//7sf/2oQ99aM7/o3kcfxiyZRZqSsq5xTlT3glellXWJJhdBn5Zg9qgoGObxQlJ2kThZ1LOai/iSAVpp626NI/+POB+0b1WNkH5QScFeUL5273VrYstBbBtuzcpKV1YVf1rpEN+RUFtrGhntdEGXSXsDuzeqlmzPV2qmZRy7YlpSg4dktJuJuWUtmXJlPyiDRyep6H+jmLbvQN1jKvCOllQ1IBSu3deSsqAOHGhOCUFGdYnj4xMetYuF/BzZM1JSp0DKh1CxDYQgSGrCMKzgOKcJ66fnwG2foW9hu9Whp5MflqHmB6rL0l5IFApq7Z7A2jjxraQYhnKjGh5ztOOa3U4aLclK5CUVF6KAzocFKrGL2D/hHsWBGlnxwKnewud5mXbMR9GxTmSh+42o5mmZg9JORFkQYfdtK40AQ634johsObw3mtLe5Uwj1om27qgg59WZjYrKWVhfKXe/OY3exZqU3ziE58QN910k/H3YZQok3JMboFKJywuVFo6+S26UvQsKyR+T9rs6mzU7di9aSFR7kWd34Re7MIci8lHHTaolYdnx+4t3wA6P4y7mXZvYMewnVbCKoFOvKkowoWSEht4LOx0Co50rdb7xy1mUgZqTh27t60TcNrA2Sb7dYpzMCcePFR8rAYd5EgV52QoxW1vAog4cZJJGfmetlqjbR4sRNHXo7d20SFEbAP5hbKbbUTrYK5LVVJaeK9USJWiNtR5YXRyWjmTkpSUZL0fLPGhO+GxRyz2ogc2SZTz6NhnZedfHBwMqSopA6dc2h6NxshBQ8JYR+XWOkR0bPdWKM7JWieF0UwW5l8c9MkKipTs3haUlLhfEXUWdxCKNnZbMW/hmCp18LOgkHUP/a64Hgw5aN/Vs7Oz4rzzzhOf+cxnxEc/+lFhgjvuuEN87nOfE5dccon46U9/avS9GMUQB6EaMrL58k/RsxeoreIcN4MGNoSqRTGq2X44YcSfVLt3oA5UtXaNWC7OUW06LwJFh8Uj4w8LYDr9VgVOm3HgbGT31thwu1NSkpq3vCQl7N5AE8tzoBTCcy0z3uoW56iQSbZKa0YsKimhYsQmca8OSWmJ/KINHKmHbEE2rD8rR7oI0IGKzPOfpT4JrWXWMinnH77aLs5xmUuJtQauiRW7t6aSUpUQsQ2oghADInMIDhV+XGkOHQAt6u0Sm3eZv1cgVfCsyiiYi14LucZoMBYq2b0DEmVrQFJWQUmJfc5jjlgsNm4dNop3oPFapzgH61o4CZYqPpNxTjlnSkoNUj5vu3faoW5rLu6sbHEOOXIo69wEmDeS7lVEFtjaq8iSw/Q5rKSsBrSv1J49e8TPf/5zb7D9xje+oU1UTk1NeWTn5OSk6OvrE8uWuWlXY7jNiWufxA4ePBTavbNQRru36gQStqum2r195QoKGHTURDY2SsjvwfUu0t4nA5/QLW5hTqfdOnmUhK7ODjO7t4Z6q0Wuu7J7lzeTkjaWtNFsElAMsWygJ9GKZSOWQKechUBEhXom5Yy1TEqMedisDWu0e9s6AXetpFR5b0gdU3R5Thj3ILW5SB/fVGy0MhjISUlpw0IcB6w1sNwwVRjpkJQqa8BcGr4lNtywekcPvNrHj3UrBizZveWJY88SWePiHCLrtUjKvdVRUgKnrBnycjQfNCj40ymJWRocXm7bO+6NBzp276wDrVBJaejS0ik1QcEp1j5Yc7tElpJfrzinfCRlq5jK3JWE9yZJJGRzn9ea+yUzKWcPOs2CLpJMrxO0r9Rhhx0mrrvuOnH00UeLP/qjPxLvec97xDvf+U6l73Hw4EGvXRt28aGhIXHllVeKxz72sboviWERtGmVb/eeW5wzOjXjT4YSJ3Z0yuKqlAO/i3a7tyJJmXa9KBdK9fccCewwIBhNAaVr2a3eQNGZlLB6A6es1icpsek2KcigUzeVPLFWTIHda0f3rIuDBOTpADo24ni7dxNJyinlZu854e0S96kOEUaAAgn8qarV2qaSkspz9tVQSamz+JVRx+QBFRVodial3Wwy2lw5UVJO+g4PnBe6snvb2hR5UTWK10BlDegSraba7A03qfDj7N5k+QbBZLpWxXgiSzLh8G66gA11XqBSKhWSkki30O5t2CidF2g9SevLvOzeVBpHim3VZ5Lu1bHpmWwlpeF74a39FdV1EzMHPeuwa8jEOMlGr9hVUrrKpLRk905YN/kRaLaLc+TavQ9pCIZMkVcLfZ1g9FQfddRRXmnNN7/5TXHnnXeKkZER8fKXv1yMjWUvuPC5L37xiz1icu3atV5pztOe9jSTl8OwCNUNaX/bSRspZmTshy6VlOHEqWz3ViN7ZFRGuio3UlKqbhJUpfdlAq5VkRYnNHuDwDnhiEXa34M2F7rQycFTJddVnyMndm+F4oysggScpjfV7q3a7E3ZPIDMfWpCAHV0LPAJQkUVo81MSpqPVMt7bJI9zpSUGpEJ7XN2UZA54JNtV7WdTYbxBOsTF+3eUB7hmT1icZ8VC3Fq+ZohuY7rqbo+U1kDugTl9MooKXcOJ9u9gfXLB+bYjHUxoaSkLGZDXeZ2b4wVINrQxG5DvZcXHr92Sbi+1AWN1yqH13h+8fmkAlaNYJA50KIxctBCcY6OklKl7VwXMo3c9Nqznm+7xTl2lZS4X3Cw7NzubVVJKb9fIgLZZH+mA1ZSqsPalTr22GPFxRdfLD796U+Lrq70QerGG28UT3jCE8RVV10lzj33XHHrrbeKk08+2dZLYRSQE9c+iZFahU7wiirO0clvmUMoSp7oyZGU6gQSTs/JFpZ2iikLvD8Dgc2vzNBp+LMFXHOcdD/2yMVGhQN4dszavdUnNJsWkrzavcOxxnDiBqGwclFv45SUuH5o7QRJqwqV4hwTJWVIEBaspEQWF8gTVVWSrRNw2kwjI88mpskyraWktP9Mu4p7yMrcddHyCvXrmGXlKzAyOeMRM1Dnbdk95kQpF5avGcYUYP0EkkxlU6eyBnQJGhdlVEF0wBVn97ZZnoP7V5qklCBGqgxa36qqIaMlcabqvbxwzIqF3jNvQlJCNQio5uzD4r0reAZc2L1pjDTNB8VzoZNJmQfxI5NJKbtOQj42VPRlzKQEli3E/WKj3Rsq1zSS0s7cqrI+tUkQF1HA2CRYf6pXrlwpenriB8B77rlHvOxlLxNPecpTvOzJn/zkJ+LSSy8Vixcvtv0yGDnnxGGAxKAbkpSBYkbF7u1C0UGn/9qZlJKLcpkBUoeMxfVEIQ/9dxFN503LpNy6Z9wr1zDJo2yRlDaUlB2FZ1LSs+m2OMfcroLNZdOUlHs1m72jG2CpTEqJ3N00gKwAmaqqsoFNfNBS5thQf483pquqwqwpKYPN9JjljEMqn1GJTHCdBS0LlazT1rw8m/E+2ZvjoH51paQEAbp+xYBH1NhoUo1TGNlQUvZrRNWorAHLYvdGnjHmoaSxdH1AUprmUuI+lT3wsGkLLSPwHOB3VD38oqzRKikp4Sg4efWQuG3bsHapoq7wIvocqj6TFJc1noeSUqPUBONSHhZaqXZvms+C/OQkIOMWv6sNks52uzeAMdDGnIT3Jule9e3eljMpZdYRBR38tJwerKSUhfMrtXfvXvGVr3xFPOMZzxCnnnqqp7KEtfumm24Sv/d7v+f6xzM0ETa5KtrHxgO1H52iy5zY0QPrxu7tvx71dm/7mZQ6zcv7AyWRzXZv1WtRBPzWt2I2zxuD0hyEnJvAt3vrq2Nw73UphoG37rFZJ8+RjVxUV5mUlCWG09+8bRxFgtQR0U2bLFQ2wJPGSspusXdM0e49Me0pT7C5swHanKkqOm2dgLtSUmoV55TM7i1VnCPR7o1bxcaBBwEHnK7avRf2dVsjvtLV+ObFOaprNJU1oEsQ4ShjXcQB18pFfYnjDdm9TdvYVRrX6fPqOqfhOYC1VBXRDGbTRuk8ccqaJd5zdO8jo1pfr6vqjyqaVcusQtX9tEy7t6GSslu91GQqJyVlmEkpUZwjMwfpWNvzyKQkBToOwFGApgu8h34mpXslZXggp3DYmbcQhpWU6rA2so+Pj4uvfvWr4slPfrK47bbbPAs3/kxPT4tTTjlFvOtd7xJnnXWW6O1V30gx8odOxlV0MU+5X1JKSoeKDm27NxWQSL4mWkCmDZA6pSaU12NTSVmV4hwbk3dRpTk2lJQqGxkCTX62r914Lu3eFkjKoT4vv+uRkUlx5JJ+0ZRmb0CnOEfJ7h2OcXrjBzZGIE1UVA8Y/xZZyqOk10AEisr9oRO9kJpJaVtJqUD0zXsthRfnyJf0ZSkgfNsfymjsbdhgQ91zwG6xDTZ+IKoX9na2LMS7xsQT1i2z+nNorWGq3OijcsMpBbu3whowD7s3HeakYcfwpFi7LHlcOGxRr7dehT3fBHSfyoDIjqKcJa4BFbFO8U10vqNCsqqV55xw+OJcinPan0PVTMrWgdZMdru3ofWexngVtTE+11YkjJRN2ILdm76fqZoPRKDtTEo63EHEBw6KdXOFMbfDCZjc7t3pvXf4HUznbJV2b5V1r02EBYycSSkN6acaZGN3d/LAhizKd7/73Z6NG0TlU5/6VPHe977XU0/29zdjs1gnhGUWShlXXZHinCnpPCIawGwUwySf7im2ewdSfdmFYagy6pSxeysoKSP2SFMSF/YSTGZVsHtjgqcJDlmDeQKLx8V9XaHCRRdQQJrkvXkbGcWFaHhCaMlC0X7vYUFl+z2xVZwTLTyAIqYpJOUeA7u3SoA43VMmmZQALN+ymw8skBdbzLQLlZSKBT4tssds7KRyCOtKSgXLtIo6Jg/oZEklzcte1p9lK5ULJWW00Rh2b1dKSlv2d52DZJU1oEtAvYz7hg5zkoAxEJ/z5KOXJn4ONtLrlg8YKykxnsgSx6rRQ1UkKVVKcwjLIs6BKikpKUZo49Zh8fIn5Wj3jiiaVUknev7TxkH6N1PrffR+l51vvQP9kti9aS0lN5+ZF4RSoZZ1kpJiMg5MaZOUKAgDkkhKjIEQFeC9Np2jtBwZOY+pdD243VseUnf1I488Ip75zGd61u047N+/X3z0ox/12PDdu3eL7373ux5BibbuJUuWiDPPPFNceOGF4t5771V4aYwiEQ60ihlXtIgNrT4SJ3bhKb1lYsXEgkAbHdkJRGajpdoY3q6kJIIo73zOIlBUsDHu+9sfHPYsOaYWU9gviIDTgXeSrKykdFuc40Lx3FrULbBi9462tDbK7m1UnHPICREWBZEVKlZrX0lpbwM6RESpqt2bTsANCTAqFbDe7q1RnCOjjskDKkpqyvFKtHsrtCbLYjDIpLRZbHMgKJmA6mjtMrIQ21Vrzmn3NrwmfSZ274KVlLhncICTZfd+eGTS2zAnleYQcHi5fe+49toE9xHWurKbcsq2q3MmpQ5JuaKiSkocpK5a3Bs6dlRBz6BqGdacTEpdu3daJmWgpDQtMdLJYM2tOKdTXkkpazs2XavbdCJFQfFBMoVjSSDhUXK7t70M/ZaS0jw2xhVsrSObBKkr9bGPfUz87Gc/EyeccIL4yEc+Ivbtmzu4ovjmgQceENu3bxd33HGHuP7668XnP/958Y53vEM8+9nP9j72vve9Txx//PHiD/7gD7zvxSg3WhasBYZ2755i7d5BRqbqqWPUcmDLHq8zIFMmJZR9pptbOoGtwqlz61rlq/K5e8eIt4EwtXqHdm8DUnlS43RYlVyXAYjx6D1rnWBRsHtmgTaYTSrPoUIIE7u3zImyjqU4Pg9ySnozDyX5Yhd2b8UCHzoBN90IDQZjL5FUttAK61cvzine7q1mgUrL8cImwLZKAcQyyCubh6ijk0FrfW+XNx+DtHCppDS9JuEaTeFeUVkDugYOcLI22zuGx+ccdCVh3YoBgWl92149UjmMzVBVUtaUpPRa7jUOopZF270rsKaNAuvLu3eOaOUB08FDf4/aXEQWb+zpVIUKUu3eREgZjjU6pDz2CXnk/Mk8i5OSxTn+55jbvafDA8oFhRWOZRLqSXbvMFbNBkk5W/riHFsFjE1C5pWamZnxSEcU3kBR+Z73vEesWbNG/NVf/dUcZeTAwIA44ogjPCIT7d2vfe1rPULz6quv9tSVKMt5y1veIm6++WZPYXnuuefOIzsZ5YGfcbFAKSfCK84hknJs2iv9kJH+UzO4m0zKg1oTJ1R0Ks1r01Lt3uoNmfsDJSWRLyYlB+EigpWUidgUluaYk5RdXnGOmZJSN5PSJrnb/lzaLtqwnUnZNJLSxO4N2z7+yCh+dcpZ4q3WcgQhSCFYmeiAptDinLCV0WzsxByAKZVUJ7YwNTPrfV+VGIZw41mw3ZsW7rLPf5r6ZNKRkhKw2fA9GlFSAsildKGktLUpCiN5FOYVlTWga2DDDSt3mhoWeZTROSQJFAOja/kOiWPFTMo6FudgTsEfrUzKOXbv4u8xFWxYu8Q7/IVrRxW6xTlk9x7q71HO/wvbvVPmCtj2MU6YRgGpHrTjOkJUk0djslJxjgRpaENJqdMfoaSkNGj4bpGUHRkRaOZrEJX1aWF2b81nt8nIfDdBTt5www0eoQgb91/+5V96uZP/+q//6hGS9913n0dApqGzs9PLqPz4xz8utm7dKi666CJxzTXXiNNOO03cf//9Nn8fhiVgQaQ66GGCgsoKC8HhceRYdEtPhvhaGwNVO0j1pbOIUZlAZKyQWkrKYENPJKWJ6sXWSWcecGVbli7NMWz2DpWUJnZvDSWli9a6duXkWJlJyobavUEG6CoO/RZ6mXZvMzUhbZJkrdahitxmJmXwGtQzKe2QPZgPBwP7sE1ggY5DNdVDxTK0e7eef7nXnmr3VrDRKlv0Lapf0WgMkIIMrdHIapVVGSvbva0V5yhkUiquAV0CqjvcG2lzFx1sZSopqeF711gu70lRB7Z5gA5rTOzeWPPYJmhcY0OkPCfv4hyd+IUBqUxKFCCZj72qLrY8G5NpfZ22XlKJSrNREOrM7h0qKQ1Iyow9p819nkr+MispqwPpKwWlJKza//Iv/yK2bNkifvrTn4rXv/71YmpqysurfNWrXiV27NiR+X0GBwfFm9/8Zq/5e926dd7Xbtu2zfT3YJSApAQRCBsMBl2coqsEpoOMcbFZ0g2Z9l6TCkkpYYXUGZApk3Ll4l5jgois71U4ddbJ77SBTVuHxVFL+sXKRekbFRn0mNq9tZSU9klKeobohNwVSalrI44CzzmUd81SUk56m3DdDFW/hf6QcyUl2c1kCcKRgKS0m0nZrZVJ2cr26yxlEQveP9X3pSzt3qr3FcidZCUl7N5VUFLOJWfChm/LakpV1Z7NSB7VNaBLrAjyetM23DuJpMxQUh69wn+vdO35qg2v4cFjDZWUreegU9vuXQalripOXD3kKd836pCU5A5TLs4JSEqNZ1Ku3XvWiu1eNd4gz5w/mQMDVUWfsd3bmZKSinPM7d7JmZT29nkqBGBhmZQ5Eup1gfZdjTKciy++2MuhxN+bNm3yMifR8i2D1atXi+9///teZuXv//7ve+U7jPIAORfKSkqyBEzNepY+lSwi5Ku4sJ1Rc6nO5KlDUqYNkKSKg0JOFqQmCu3eBtdId3FTBOhauShTSlsw3/PwiBUVZYv8OahduOA1FioSD1DUgauC/dMW6J6jRYttxTOVfsjYY2SATebO/foLq6oBdpxoPpcqPGWaTCalYXFOmAcpSRAOj/sbIpuZlMgAxPOhbPcOs/3MNwKwNtq3e6sfaOjkDLqA6ibLV1LO5pZN1iqNcEdShhbiXXZzKWmtYbqB1yIpFdeALiGz4d4RqO+zinNWLerznjVdQlk1J7TOmZSt50B9jMe9hbG8anmUNKc96rCFYbyQlmVUcZwbMlBS4n4HqZqlpLQhgAiJwNlZtcbkHIgfmqPSDgyKIilR1GkTS8MxU19JmRWT07J755xJWZjd2946sikwvlL9/f3iDW94g7jtttvEZz/7WY+kPPvss8XIyIjU13/uc5/zrODnn3++6UthWAQeXtVBL9oAB6WKyomdK7t3qyxGQ0nZ3SlNKE5KFefoKylXLeq1kElZHSWlTIuebdy+fdgrSLBRmkOZlPh+uo3svipI7b3y2m8t5NxEQQtTIsLKbPemTSY2nDbbeMsMqINIKWRCpmdBpbUyDkRYyGZSulBSQm0KdZe63bvcSkrMP6pKZCij8V7aIt8OHjwk/uabt4of3LFT6etIxSv7+rOKc6xnUvbaLzsaDe7tViYlNXxbJikVLHBpoE2V7PrDi/xRXAO6BM1daUpKqO9B4GTNuRhD8H7pKilVG9dpXqxjJiUd1ujYhDF+4X2tUrN3FFhnbt0zrlxMgoMC3Duqzgmaf5FJqQqsK2H5TjukODA1q5UtahpZlKeSkjK8U5WUtJ7tkCtwMVURhof8lpWU+H4YD20U52TbvWdzjbzRtXtffeuD4gNX/Ub7NbKSUh1ad/V1113nKSejwI3xyle+Utx+++3iCU94gqeQlLF/E1EJy/dll12m83IYruzemsoMLAQxUNPJnezXulDNmdi9ZRVGqsU5SkrK8Wnv2lAum1G7dzhhlP/k2WbrmyzIemOjNCc6EaL8QxUzs35piM6GGxOgzetGzxBl1Nhu96bNF1SgNoBMMdzrVDpVZ2DDCzWKTrM3AQpWuUxKM8KDCnDkMykDJaVlogObNd3iHBsE2GBPl/VnCItt1fk6LLuzdDi4c2RCXH7LVnHVpgeVvg73lacAl3z+k9QnIEkxX1tv93agpMSGfq7d2ycpt9i2e2cUF8hCteAA95TqGjAXu3eKkhJ276w8SgLs+dv2jmsRh6rjaFH5aXk1e5scRJ17+jrx0iesEVXEsasWen8/sGdMeT2mM8bh3n7RhiPFC04+XOgATrlUJeWkXSWlfCZlvjl/WY3c3lzcKTefYS7D9gDrfeNDfge/Pw4B3GZSqvc02IjHomulOn5/65fbxH/dsFn7wIgzKdWhdaWe9KQneWU5r3jFK7wCnWhLd09Pj/i7v/s78fnPf15ccMEF4sEHsxesHR0d4ktf+pL4p3/6JzE9rbZ5YJSoOCeYoB4cHp9TUiADTLou7d46ZTFe9tW0/eKcCSUl5bS3gLPRxEoLjCooKYvIpESIOdYVJx1lz+6tqwY1IYT8mAJ7143uG2r7c9HurVr6kQbKFKOMsSY0e5vYvf2Cp0PS96Su3burs8Mby4rMpASgpERJiQrwPOEe1c39bC9isanKiz5Dyq/FYhY02WUposTVWiNpk0jjrLN2b4vvGTkkiKRc1NftFYGUVUnZr7j+oEOApWWxey9Mty5C+Yn7N8vqTUDREQ4RH9znr3VVQHOzLHFca7t38BzoKvDe8qzjxBuedoyoIiiCgOZwWcDerLOfgQLwU694vHjmCauEDrBvSJorcECEvdZgAZmUeTcm4/WlkVRTyIeWnM9oXDZxjLnKpARWDPYq35/x7d4JJKWGcCcJnotCtoxM8+CHDs51nTD4PW2tI5sCrbt60aJF4q//+q/F1772NXHMMceI17zmNV5xzrXXXht+zoknnuj9+9CQ3Ib/6KOPFm984xu9fEtG8YAFS6c4B3goWLipZJ94ig4nxTkz3qmWzgBuvThHR0k5MeMpiSjv00q7dyVIys7cF+YgKY9duciKZYXs3oBOw7dJBh7uM5s2eVIQtZSUljMpvbHG3qRNG00iTeoMOuU2sXv3KNq9TQqOMCfIqhj3O8ikVH0NJiVWSRjs6fIW77oxEIlWJ00lpa3nmQ4FiIBTIlgVXrsXwxIzptpqsk5s97appKQsvggBj1xK20pKVWtxEogUkXW70PNVFbs3Di1wT6koKQGdXMqWKlsxk7LGdm+ddu+qQ6bMKQ7YJxWxhvdIyoS9C4hTpOvQWGmCnk61tX/uSsqMHEnkJcvOZzYOIKYcZVLSmn/P2JT2WoXmH3ROuFdSyudRq0YKtB+c664FbK4jmwKtqzUzMyN+8YtfiPHxcfG85z1PXHnlleL973+/+Pa3vy0e97jHiQ984ANeA3hfX5/X5i0LtIX/4Ac/0HlJDMvw8x30MikfCjYrKiQlQo8xAdrOkcMGTOfUMbTNSirSWmHJyddMZ0AmJSX9Dkbt3sHAqns98oTuJKKLh/dPiAf/f3t/AuXHeZf54iX1pu6W1JIsy5ItWfIeEjuWAwZCBichQJgZCEzimbCGTFYYZkKSgQPDdicchmUIuZMLl5Nk2MLJ/58bCAxwhwQI3BuI2SaBWGSP7Vi2ZcuStS/d6lX3PPX7fauqq2t516q36vd8ztGxLUvdv67lXb7v832e81eiw45avdd7SV1t1Lsk9rlx2O4tCw1ZVLtWPKOI67JVRTaao5DwLe2LosowfU6VgnMslZSirFItEPpSUqJwgmdYxwM5DrFyVPxyoYp3VaRE6ISrIqUcCsh9U2XQHmevpHSlGswzm6R7O/SkLCjOoPAF1YquyreK5JpYzvm6wTmiljYJ6fCBdAGU+avJXHFdTbK3IEFHJr6Uydyuqvrps5LSst27y0jh/JRmejLmoqZUg1nwPcuKM6Iyn20j3bthn786GzCd+cwkpyCP7C98KCnxjGJLfnbeTE0pwqN6JaWbdm/t4rDmwY8cnJt2VeioPckA7av1yCOPRHfddVf0/Oc/P1ZR/tVf/VX8+0j2/tVf/dXogQceiFu+X/CCF8S+lL/zO7+j3MI9NjYWvfKVr4z+8R//UfdjkSDavQcT1PFzV5K2OvW/6+5EJQs2YKbpfzrJa2nCWvlEKao4nc0xBkUoiWRjaxMuJBuMbrV7N7MwP3LsvFM/yuxEaOJfIj6reyQAANJYSURBVIoVkwltUFz3F5zjo93b5QJL2r1HSUlp1+6t5kkpaZs2RUqdVmtpG/bhSRl/fY1i0OAE3M24KUpteHi5YsnwHXLpSfn0hcV1C3m9VvVNWnMDWm3RYthEgIIEc7i8XyjOwIczq6pACzF43KGa0pXKSNZnVxTHfvGdnQuk3Ruff3ZyrLTdW+YKdSXlMOjolIGSUrOYbmMb05UipavulS4hnSlndJWUyxBeNF/oqAp8S0I5p1yme68FmZhcq6TU6AxwoaSUTi0fRcprhsIE05ZvSV4vE8ZIIrv8ORtwDbXDyBRsjlwqKfFzMjRHD62Z4dSpU9FLXvKS6PHHH49mZmbiQiTSvbPs3Lkz+rEf+7Hoh37oh6L3vve90Y//+I9HP/ADPxC96lWvip73vOfF6sorV67EXwthOUePHo3Onj0b3X777XGR8zu+4zvoSxkAJoUD+FuB4+JJqbFAlZMWU1PoMvD1TIty0u4NdWedX56KX5u0SaoWkHAPsCCJlZQOzPtTT8rwF4Sp6nS1sVZvcPcBN36U2SAYM3P94QmkiSflxObo9OXVTqV727QQlxYpR0lJaZ3ufdV7urfMCdiYqswv0jbsw5NSUsb3KBYlXJ6Ay3zkUpmns0DPfxZXbcxpu7d+K71O4TurgtiyOR0fZaPjehMw40NJeWUlbvXOrisO7pYW4svRXfvngmr3lr+vWtA+G1i7N9i1tTwEQp7dvXNq4+j1O6bjwx0TJaWuLcEoeFKOYrt3ou693KF275Ix0IeSUtUWKzQlJQpfykVKzT1h08E58EkGpy4tRrdft0377y8sDT5b2fPqWkmpulZM1xDqczrCjWQNQCVlc2iNKG94wxvikJxf+IVfiL7/+78/2rp1kE5WBNSUr3/966PXvva10S//8i9Hb3nLW+IFWVk778c//vHoV37lV+IQHfxdEoAn5bhhcM5QSamzQE08jxwXpaTIZ3uiVzcBqgTn4PnX8bmUBRyURGnCqE27d4c8KSeaXZgfOXYuPok1mYi9tHtbKSnVFcA6z40sWBaWV4L2pNw1Mxl/vROjoKQcbnDk3hgbwSs8L7bBOdk5AWrKOh9NFCnxLLvefEgLqo4vJeYlV4c7ohoSPzYXxOoNEyXlxFisRIEq0dbMXdRoWMhjQY+gJB8HoonKfnl9kveiJ0XNbOIH7TLde2XDhl6UlCaFrzoPLNtQMvx9XNeutntLUUgO0PM8fX5w2KManIMQkgO7ZoyCjnTVrX1O98Z7MKpFSqzDsa5HAUgHjNcmh9e2oFMOCvai8TpRUjrYW+i24qYer80pKS/Pl88Fg/1ic1YOPj0p67x865D5ojzd211Aqla7t8GYKqpvO09KHDCM3lhng/LV+vCHPxwndR85ciQ6ePCg8jdA0fEHf/AHo/e///3R6dOno7e//e1xcfPJJ5+MHn744ehzn/tc7G0JP0r8WRIGg02P3qAnxS85ldYLzhme1DtWaaGot2fblLUvYm2RMpHcV18zbKpUW7al3TFO954Yt74+XUr3dnHCqAo26A8+cS668/o5py0Tdu3e5gqYSU/t3nLy70NJ6fK6o9iyZ9uW0VBSOmn31vSktAzOkQJhXZES7dhIPXaNfAYdnyVshHbNulVSunqPcPBrE5zjqggr874s6FU7KXCIs1WjTTCZl2MVxIR3RY1cI5fp3jiAzB+eHtxlHsZSHSbg5rnFRnNBs917x3Q4ggMc5HzmqfOFnTEyV6i2e4sv5QMPnYpDJVC0VCUtpo95X0eEjqjlR7HdOwkm0VBS4lmLFeRtKCkzvvhz0+vHFFGYubiPugWkREHfkEINe7zq4Jy1aLu2oi9MT0pZ8xu3e9eke2/RDGRzFZxjUhzOBgKadlXg59wxwzqXDuM6YTkf/ehH43ZtE2644Ybov/7X/xrdd999Rn+fNAcWcUbt3sOJE6dtugtUXWN2nbAYU+WgTsJ04klZsyHQUVLKoAhPyrTd265IiRZkH5OZa1y2AdTx6OnL8bV26UeZLVibtXvrbWRMnzEVRDmJNllsxnwUKWcdny6i5dulIilUEASBMcdGiaLsSRmHqdmpsqTV+vxQaVUF3knVxb4OMi9JIaXpYs9s0j7sRplns0nJFkxtipRYM2QPBeBLqVqkjJ8rjQJw2SbWV8or3i98T5dKShRxD8wOlJPC3MxEtHNmwum4hU2RbWjOOtWt4rwiKmX8TKGAgxy8KxeurGzwS0eBHfdY57AHvpT/z+fXoqfOLcSqSl8HkL1WUi4O1PJdWJP6YNfslFbHR5KW3EJwjuxBcFCRf3/Er9eFAEK3gKRb9HfiSVmxXsI8pPo867a2V7Z7e3iHpEOnLHCsDjwrWC6WjXWulZS6npTo4lIl66Vu6k+Nn7Mp79S+oHy1vuVbvsW4QAkOHDjAAmVHwGkduvL1PSnTTQ4OlnXarNMTFXcFEGyc5pftPCmBSsFHVWWE4pvqgCzBDtioo5BgWyBCsakLrd5Ne1KmfpRui5Tjm23Svc033Pg7eIfRcumCrE0ATtNdvqM+0r1FEXPq0lIvN3ZZcMKNZG+bwiHGeZwr4ZmpQscQvgwpXKm0WkNJvs2Dp50UTqQlVbnY40ihJ+EC846UeSpWI6WfZViYtO1guLi4sm5uki4AH560ZR59daoN23vmVEm5uFJ4sICEb9dKSlebIqi3VINz8G7Fa8CAFHLi21u04YZVwXVzU1rjaJrwPe81OMeF2ipU8B6MYrK3sHt2MvaVLrNB022f9UmVL36ipHRw2Jyu/VXTvZtu9x6rtMeJ5zPPKdP57+cz3RucMlRS4nmFNUHZuKp7r+u6SXz6/LpQUroMYBwVGivp/rf/9t+a+lakJWVGtgCGkzYdj6s0OMfdQmwQemMeFJOq+VadqYwwYKtK23HiL56U+Lq2BSKbEKGmadIsXoqU97hWUg5/BpNiYaq20L9frjc1KD7gVcYiEO+4ayUlTjNd++mIt9jJi/1u+UYhVlJCTZECUZ2aMjb9ti1SSmiNQpHSn5JSz5MSC2CXxZ5Z10pKC69Q2ezavtOiBpL7pVOkjJPJxzdZj28+N6uzk+POlJQ4DMD1LipSwpfymYuL6/yvbBi8s+6UlMqelPPL2mtA3+Awp6x1EUpKnVZvcCgTdGQUiqe5oW7C+qZpLi2ujmyrN8Dcjf0WDnlC95XPtnv7TPfWfd5t1so+gnN0rFd0uvWqvl/8uTTmUJ1DZQzhugn065LoK55VGQNthQ+pL6e/4nB2TWOipMQ6Ej9nU8X0vsCrRSqUGXqDXrYAppPs7avde95yQp8cG04gKq2QiqdnWkrKjCclGBSI7NK9u5DsratiteXBY+fjE8P9O6edfl0pvC1ZtXubKCnHnLbKxwuNicFpqI8ipWtPymxKa9Ynr49AhSG+QaakrS81RUonSso0WbuukINCDawuXLNT1Jw1n0GAfQlEps6UlKJIcVSI0l2gF34WywKctHpL8FhWdaB6wGc7vqWelO6XtbhOrtK9q8JCoKQErlq+r7j2pFRcn6E1TncN6Bs5zMHBTv65QQCZamiObdCRHFIrKyl73O59aXF5JENzsu3eOsEkPtXiyu3eBWOAqMxd3Evt4ByLtbIJGE9RWIaXvW2InQsxhk9PSnTvYb2EdaYJEPhUqX5dKSl11emwPYOeaEmjU89WSSnryDbe3S7DIiVxJh/Pvnx5zxJlA3+HRUqZTOUE0KcvIiYZlYRiDKKqxaOsJ6VslOzavasnjJBw6VVSBb7+5566EN29f846AdVtu7f56bDrAi+eOUmkG4QnrARfpJQNp6S29hEUlrDhFYWQKaJiq0v4Ng1nKSpSnq8JrUGwCPDRCghl+uAzLHsPsapM93ZU9EqVFObBObaHg5Lsfdt1W9dZlfh4/8s2sVL88dPuPe6sqCyp7kUKskO7pfDlpuU7n4BuQxz6t6SnpAwJOczJb7hPXhj8t66S8oYd0/FmV7c9P5nbFYsqKBRgadLH4JzLI66k1PX8a7Pdu8oaJE33dlikVG73blZJKfu8oiIqDlfxS9W+yEVAqM92bzncsUn3rioe41pibLMVVCQJ74pjKvZ6uF46e7PsmsbkULdpW4K+wKtFnA16WEzJC6iT7O1LSSnFlOkmPCkVVUYYsJXTvYeDoiTcolBkc30GxaauFCndnLDV8fnjF+N759qPEkxYpXvrTbpZ5O+4Ul4MFLhjTgrljSkppUjZYyWlLBxt273l2tct2HDqbJPsDeam1VSMoiKXgqJLME+hLVnVk9ImxMqnejH/+UzuTTLv2rZ7D9+z2/boKSlXh+oCnQJr2SZWbFn8tHu7U1JKAX7rlnIlpW4LsYswgTq26LR7LyxprwF9I+NkvnUxSfae0ytSjo9tjrsvdJWUuptVbKjjFtM+KimRcj/CRUp5JqHkVUHG6TbCN7Iha2VKylkX7d666d7LTXtSlis95TNPKc7FJinTjRcpZ6eUn0/ddm+MbbgGktBuikkXBe6RsSelgT91ctjN4BwteLXIBpZX7NNCxferzeAc23ZvnfAWVZVRrKTUTPcWNZG1krJDnpTJaaXnhfmDnkJzsu3eZunew8WoiZIyOZ118y7hnUyLlOPWBY28TwuKY679dGTD2ed271ND9YUEQvj2pMSi3HaBJeqqszUqxsTqwtMGFq2oqp6Urk/AEyWloyCWZQfBObYHD/l2b1VPStXAuaLxrTTd24PKCPfMVVFZ/Oe2Fmzob5J271NulJQuPbCwjkLLWt04ge+JwoHuGrA5JeVSoQpYt91bispQvZa1fpZdH6iHdMOi+hacg/UJfqZRVlJqt3sPx7hW072XV7wqKRN1neL6NfV4bS7du6zzRDfELvHftHi3bexeVNi1dTK27zDZxyBjom4Pg/tmq6Q06SaJx9QVQ09KCyWlyZ5ulGGRklQMevqFA5mktD0pZQJ0WACRjZdpu7dO24GqrxY2DINAn/pFbV5NNK3RbpUH369L7d5ywuZbSZkke+93X6S0ave2UlK6VaFiQpb3E/90qXb25aeTtnv3t0gpARCSwOjdk3JZzzuwbEyFKu1cTbv3hYU0NMwHUHmpFildn4C7VlLatHvPOJp3YauAzaW0K6sqKeWZ03n/ExuW3CY2bff2o6TEWOXi0EzavbdOTRQ+l1D5ulBSDgKf3LV7TyuGHGBDC0LzpJRxMl+kPGGopBRfSlzjExoBbaJu1bGXwZ/vm5Iy8TEc4XTvNMxpMfjgnKqQNVGZuxBB6CqHk06CppSUFVkFunOxEyWliIo8BOdIAj04a6CmxFxR96wO9nmrjXpSyj3SKQ5fHO7HMWybdFUknR5UUmrBq0WcysdlQNL1I5KNhdt2b5k4xxtp91a5XrJhUPmaGBSRrIYNEohDS5ZXlQqcRZ8PrXVdUVK6mrzqePDYuejGXTPWhR7n7d4WIRCu/Tyz7d5YqEJN42rD5KtVBe8ZNvyj0O4tvlb27d71SkoXGwEUL6SQUbcg9OFJKfNT3WfIHxi4OgGX+ciZJ6WFkmLaWXDOQrRn25akqKzqSWmkgCjx8fLpTQZPSleFZWn3LmqNxAYdqdEuPCnluXAZnKOyRpPif2ielHjGUADO+//JQZauJ+W69nwN5atJ4vogUVh/3Rcyie3BCCspdw+7IPJhTiEG51QdaMGvF++Xq3WcjnIYxR8ckMHGpQmkGFi0BtY9dHMTnOPbk1LvGd3oSVlXpBxLDhhNMel20VZSLqzEBUocLJj4U+sGppEBLFKS8kHPQpkRhCelmExbe1LWfyZI/1UGSJ3CJwZF+FHKiTuuLQqNJm0/6QlsdxaEUAT6VA+gSPGlZy57afXOtqyvmLR7W4RAuA7OwbMj76cr5VUTCyxsOnvd7j1UX1ineyfBOXWelChS2i+wULyoUzFeyIWGuQaFUqSHqxwg6AZd1IHNFA7lnKV7r5jP14k6xjo4ZzG6bvtUtHVyPF7IqyopTd7/Uk9Kj8b0clDoorCM566qAI/CFw5XbMdY15uiLRJuuFT9zohKOjRPStlw51tr5SBrz3b9cTQNOrqsdQCpq/ad6KGSUt6DUS5S7pyd0POkbDE4Jz3QKlJSriRjpAt0lMOxWrzBwk+Z3Uj297TbvS0EBb6LlKkCfVH7c2G/WvesYiy0VlIa+FEPgnM0lJSLy/FYhV9GSsrEloBlNx14tYjTQU+KKqZFSltvisJ2b9MipcZnUlUZ6RQ+MShmNzI2BSLba9EGUA/4bPf+1LHz8T8PeytSShutSbq3+YY7XfjYXzssuqCcTNK9ZaFa4EvUtLWESss3VDImyuMuIAEQtirgxKi+TkmpaGmh1mq91KqSUvzyVNSUJq1EdcxOmi10KxVzFh7SpjYisl7ABgbtsps3b4oX8Zi7VP+ubqtaebq3P5VR4t3poLAsxZnZkgNDtBCDx8/YqSldb4qkEFCrpEzavQMsUs5OFrZ7Yww1eb9FSfmoRpHSWEnpuaukaZL3YISLlHgOMMd1od07SfcueP8H3TbjTq+LcpES71ODhZ+q4JzEH1pVSakZEtSEYj6PdOqIvZAqqgV1nZyGMlIvUI12b83gHIiGcGiO59wu3bs7e/AQYJGSbGBpqKgx86SU4JxJo1N6l56USbq3qSel4uZdBiClIqVG4VMGRWF6wjzkIAkR6ognJcDCw2XROs+RYwM/ysMH5rx8fdU22uqTQRMlpbuCf2KZkFNSukr49uVJCfbNbYnfS9W23q4hm2136d7lzwtOxFGsdrEZQPECSkl8zTY9KYGKL2Va/HL3jM5MjQXhSVmljlHl5MXFCOcA4gOLOUvuXx26aahVGzuvSspha7YUVpx4UlYoKYGtL2XqazzmODijxpNy+E7prgGbAGMlCkLZoBsoKU1CcwDSvdFlqhN0hOKx7jPax+AceQ9GOd1bWr5Vg3Pk3WsjfKNKJIF76SLZe51foGq6d/w+NXc9qlq0tT0ph2OzXbu3vzW0Tbu3HHyqeVJatnsv+2/3xsE5DhTwnFulezfkndoXeLWIUyWlTGRzAbR7W6d7i0G/ipJyRdGTUkdJORwUBZsCUZsnsKYMTthWvSZ7o/XyOdfPhdfubbHhdulJmbdMSE7TXRUpLVpV65CN5/GehuegSIkxwVbBoFKkNCkmlTE3LF5U+RY24UkJzi8staaknHeU7m0XnDM8+LKYd/Oefrhncv/8BOcU+zr7LFK6SkHPpntvKwjOAaKk1GkhLiL16HTsSVlzDc4N3yndNWBTacqoT4raEyr7ExcWo70Grd4yJly/Y1qroGwSZoR3u86Oo2skKfcjHJwDoOJVLQDJ4fX0ZPNb9yr/YtdKSq3gnIaVlEmHVMHnS0J8dJWUFgcQWEPjoMSXJ2fS7p3z8lUuqNe2e8OT0lFwjsZzoHvwAwsbHJrbKinb8JPtMqM9OxD3wTlDtZ+006mC7zW+eZOXIqV9cI6CJ+WqYrr3cICqMwrG4hlqo6ySSBYJJgO6XNcutXvj+p+f96MewPVFkfJZe7d5mzQmrdq9V+O/j/ZJ7e/rwIxbkMk4G5wDXL2nXj0ph2mtUMp82b7tUZOgnfmPP3U8Wqm59/Dv+/ovuy7e6OqCRaOLwCcppqsUKd0E5wxVjAvL0c6Sz39hWOTyp6ScVFZS+ih+4X06W9Pyru1JaXGoaHPokE9Hxj2DulJHBWISnJMf3zAvYg0x7mEsEZWQqL9skK9RpjxKWog11HlFpGnnrtK9h+uPmvWQvFO6a8AmSFsXB2Pn2fnl+DnaO6c//gqHrpmN/uGxs/GaQiWxG/dFdyzBu91XJeUot3uLBQHWolD31q33VAs/jad7e1BSqqrWsVZu0mu/qt3b2JPSousJ6zZfKkqwe+h5btruXdeB4kJJubQ6+F46dkT4syKSqGOwH1+Og9dwz/AOqLyvTR2i9pnRnh2I8+CcA7umYwPla7fpn0y7OFFxWZhTDSCBUg6n83qelGu1nx3tkFklUdUiQbfY1AV0Wj50wUbqmYuL0YvvuDbyhWyWjdK9DTYyG9q9nRQp179DLtpDm/LTEWXXiRaUlL/1N0ej//bnDyn92U8+fi763195WPt7oEXsumFhyIa0qF1eUF2URaCLIuWweDHwpRwUZIpOrbHfRxCLD6RFXkVl68PrEBtzZ0rKxI/JTHWNIrVqGneVkjJt9x4oKVWKNiYF1qrgHF8bAJdKyiTVuERBhkIa1lD2Skq3Y2sanKPqSRlgu/fwUATKtVv32CV7CwevmYkeePhUXJhXaRuP2701lV86QSJdgeneaTst1vrnKw7tQgjOwRiNuSJ/oIVx3rmSUkPlhrXyjpkGPSkr1vWJJ6Vqu3dFwVOVOA/BY5Fy+/R4fN9P6SopFS3GMBZibFM95HFlbRLvL1UT5FfW4gNVWNlIYRLvos4BS2LhxeAcLUZ7diCFiPLLxJPy+154S/QdX3ljnEqtCzaBbj0pbdO91fxCdDaJqSdl9c8p6ahZT8q03XtlNNK9PRYpxacQ7V++SBRqBj/DYCNjaVPg4NrlT+5T5ZUbP73UT8dPcE42vbVJZPP7G6/+isrF+394/yejR565pP31saDDyfZzrrdXiGq1eztWUlaNf9i8miiJVXjOUFkr4VltKCmRiGqzMDc168+C731g50z0mEVIS6KkzHhS4r3G5rFu7jU5EC3b2GFOdeW/mGd2+A7jntlyaXE1Hu/K7ANwT6CmfOy0ZXCOYw8sVRW9eFKiWB0au4b+auIBmKqAzdcBN+0eHLTgfqkVKfXTiHVDHroA073XF84RPlZbpFxaa9W2CWNA/qAG4zD8ql2ne9ftkbJr5SYTk5U8KRsMzomVlB7VeZiPds5sDBxTVfLXPasyFprYYNis0WRMVVmDySFuVjQUJ9prjF1XpN2bwTlajPbsQKp94gzTvU0HGvisePGkNC32KKoedSYm1a8pg2J2oT/tIt27Q34YPj0p03ZSf0OgPA9YwOliowpKNvFOlZTj1mrettq9ZSPaJFjQwSPoRbfvqSy03XLtbPSZpy5oF6vg54XNgZt27/oiZeK1NO7Ok1KKGUUMWmv8tYvu2b4lun5uSxKe1fQJ+OzkeKy+t1mYu2rFhxLsrx8+Hat5THyt5BBA3jdZyENNWbdBMQrOKRnfsAkQz2fXIOgIuFC/Xlpcri3MHNo9E33400/HKl7rjZvjdu/6dO+leN3io+3elt3D8VLSlOXZNQ3OyQcdfeVNuyr/LFoE8dzqjiWiLHNxqBFckTLAYnaTiKr/9FDdq6Tqb6nQgXVg/v2XMXFmqh0l5WCt3Nz1qNrD6XY1YG2IAysbQQEOBH0c8ufVvrrt3qodKNnsB/O5Tv9ATu4Rrt/keE2RUkRD0xPJfi4Oz9mm8RmppDSCV4s0WjioWwS7bfe2S/dO22ZX3SkpFX0us4Oii5YzCUboVnDO5ngCySZxukKUqiaKX1Vkk2bSyoH3wHQym3QZnJOzCXDZ9mjrp1fHzpmJ+FqIqrFJxC+yTgkIPzM8iyreiOu/viR7TzXrSTk25uS+pO3exeCa+ArNEe4+sCP64omLtT6DPoJzZhx6HOqa9RcVWTBGmSqO8X4hiEg2GDJnyUGQUnBOzSZBZQ7tipISm5s6BQbuCRLTj52dDyY4R9RKtcE588tBtnoXJdUm7d4Wthk6QUepvcmY4UFSf8JzkpT7DnX3+HwmVZRqKBBiTeOrw6AOrAPz77+MiS6VlKrKYRTt47XyeBjBOUb2JZZ+s749KcWCRDWBXteaQHWf7fqgVuVwXpC1TJzuPWm2dvOxjhwFWKQkgRUp3bW0oJCChbXphD7pQUkpG7m6nzM7KAqJis0kOGe4kOhakRL4MIwvUqqG1e6t3xLmw5Myn+5tE95UWeD3MNZAcXLd9qno6Qt6XjouwIZD2rhUVTg6iBJI5Xu4CHhyG5wzWdvujffTp5JSipQ4//j0k+eVTsBdtpTNOiz2296bpMhyyswDEUrlrKefzFly0OZ6rVE2Ly959aR0pyCHgqxOSXmTjAsW4TmyxnC1KUrXLipFyvBCc9Yl1Q7Hz7xVgQkHds3E/rlHFdrzxTtNdyypCuvoerq3y8CVTrd7K3j+oUDYhh9ldgyYH4o/XAWUlj3vmJvh918FVG34c00GCWUVeC481mNvRIv1NOY9n56UMm5i3tJZ9+t4UgKbvb9JAVAnYDQrajEVavhYR44CvFqk3JNSQ93ggtiT0nG7t83EqV2kdKikLPKkTApEBhsl8bLpUnBOtg3ANUXX1zUTNu3eCM4xnMySZ2zZfXCOy836OmsJT2MNNp9ttHufubSUtHGpqXD0ihGiBFL5HnWIn1FVMd0mnKXUk7JEPQp1RCNKyv074n/WtXz7OAEXJZ0LZZ6uWX+eg0NPPZUiS9G9ggIzG+AkY6pKGI+uh1ddurc3JaXcLwfKV5UiJVrwTQ4vssgaw9WmKD2gWqv1e4ayNkSg4kZBUVoXEZyF+dLm82Ldum/7FiUlpSSj644lOhvqroB3Cc9miLYArbR7Kygp8fy0WaQsVFJ6KDYneQA1Rco2EpPT+WfVyYGhTmt7W0rKawwSvlWT6F0oKU2eAx0RTCpqmUiec921G5WUZoz27EDCUlIWTIA22J46jolfSM2iXK/dW03llhr1FgXnmLR7D9t2J7rTWuNi8mrTk3LCpt0bwTm2npTDRGYb8qeh7j0pr3oda+A1hoWVL2/TIlAsgUpEFnY+lJRu272bDc6RgoCEV+XB2Ih3Jmt14YPn7p+LILI/8kS1kvKKBy8hGctjX6PWlZQS/KFfELuwAHXFWlykEWTOkoMg18E5KGrgvjWb7u1QSYlQqJoC/KFMGIsprjdFKp6UuJ8owoba7o1nZ8f0RHLIE6uA57ZY+zzGQUen5uOivVIKreZz6iJgIzTi92AqzGJ2k8g6QaWdNt7TtCg0wPfOj4G+lJSgbu/lY262UTUbFyltPSk9C4qyvqmqyL1B1oSLnAbXfo9mSsrxVEmpuXZro6DeB3i1iNPgHBvQ3ooFcN1CTxV8LVvloEp4i44Piaga6mTzidIvU0RLNkq5dosmks7bQFXJasKFBjwpUeTGZtqo3dvCRFp1gacVPjXpK93b71gjbXwnG2z5ltNmFZVjopg61V67t4onpYyBLpSUg3C1zaWelEVWF77Ucbft2RY9+ER7Ssp5B++RrWXCDTum47HKRLWXBI9klZTDOUvNk/Kq0WcfzMvNFSnxdXGNbJWUaF/EuqTOk3LPtqn4HbFRUrrewKsUKeXgAYXAUMHBjrTWxipgi1bvbNARDqbqlEaJT6jm3J62mPaoSBkriruzHvWFeDSLBUEVNkFazpSUuT2aHyWl2gG/zAFNBglVelIarGcxl1mne3tXUg7WmacUntH8nrPueVW1EakiabPX8ExPbY7UPSlxcG6qpEznY455vS1SvulNb4oOHToUn3o++OCD8e+dPn06Onz4cPLr9ttvj8bHx6MzZ85s+PtHjx6NxsbG1v35Rx55pIWfJGzaVFK6LEq5OHVUOeWS66WyQUrUgcqelBNO0727VKR0ccKmIt/3Cd4h3XZvLAAXrZSU7t6jDenejtu9fXpSZgMRTENBrIqUCgVEFCuu3Tal3Wrrst1bx5PSVRFox/RkqScl1HlNvJvg7gNz0ZPnFqKTF680egLuRUlp+A5hjkOh0kS1lyR7GyopTVWgRfOyzw081py4Z7bj3uXh399WU6TE94PC1UpJKf6HrpSUCnYzcvAQqieljMsYo/G8wHLCxo9yoyJ+XtEn1ExJ6WMt1GqRcsSTvUXdi0KlkpJyGd1h7W3bsQ5EfTL7HPpUUtbtvdpITE4KqBXBObr2JcG3ew87dmBjpIpYW9QH57hQUq5pPwdVxeY8FzMH56mS0rTdu1Nlt9bp1NW6//77owceeCA6ePBg8nvXXHNNXLCUX294wxuif/7P/3m0a9euwq+xbdu2dX/+lltuafAn6Aam6gZbXJyoZIFKxda/BQNK3eCZpKuqFCnFZ7Hma2YHRcEmWVnVxDgkVP07TcjK932Cd0hX/RAnml81V25BGYfuNRfXTd7FDenejt5R3wciopJpMuH71FClo9qKDV9K3VZb8a+SIAjf7d62CdJ5UMQ4X+JJWTT2+QzPAf9U0fKdnIA7XFzOTnpQUlp8Pih6odrT7WI4kaQjp8+63De5jz7e/7yPFxSKOAzyuQGYnRy39hBFYSb+WjVFSrknSPc2VdkkmyJHG3i5tlVKSvGZDdWTUg52zs4vx4cTtsneeW/hOkW8aeJ6Hz0p8S7Mjniy9zp17+VutHvn9yBpurfDIqViUd51OJheu/dVJ/7Qg+CctaCDc1LfVB0l5eBnqnteXezzTNanOmNq9uB8dvicy4Gj+md0v44cBTp1te67775o//79lX/m13/916PXvva1jX2mPpK0LzccnKPSTqQfnOO/SGmW7r2qNCgWpXubKSlXkpa1rpCYZ3tp916Or4XvIKHxsU3an9828AAqHNxrF9dNiiiy0MA1w+RuEt5UbS3hKThnuAFtMjwn8YtULCBChYNNc1nRrqzdG2osF4tzpeAch+neUsQoVVImVhcNKCkVwnOkjdjWty7LTNIy1L4nJYBqDxu+kxf1bBEQPAKyLbNpcI6CJ6Vh8TtWn2Se1zRV1d94jnum60OVR1oj64Jz5J7gsEqKabq4Lq7j+cecpFKkDNWTMusB+PnjF+N/XudQSVl32JS0pxq2e/cl3RuHIXgXmjiI6gI4bFQJJcEY3WRrc57Ukzwd22VMlDnNBaqFK9fhYLbFLZOOE/vgnKve1s8bE+j1g3PqhDHpntgu3RvXYLPG/lZnTF2npBw+57oHzPj5XK8jR4FOFSnr+Ju/+Zvo7Nmz0Td/8zeX/pnLly9H9957b/S85z0v+umf/ulo1UG4RN9or917eFLvYOO2uoaW2TXrFoT4lMuhJ6WqtB2DIv5sdtMlBSKTIq4Lf84+eVLi+mLC8T1hmLR7u/DAwybeZbt3dqGBf3cenOPpdHFvC0pKHU/KdQnfZ9TVlFgsumj1VvekdFsEgpISraFrBe9Gk0rKO/Zui8fZKl9KG+uFMmYn3aVFY/7B3GBzAGXqjVrc7q2upExVoHqfPX8IkyhqPG5WZx0oKUXBr1KkTFqINe+JbUGsCoz9Veuzc53wpByMm595aqCedtPuPaPY7m2opFRQu3cJPJuY+1UUxaPA7ljduxQrwqv2NBgvt7S4jk89yT0rKVXbvVtITE4DMVdLP4+eJ6VtcE5z7d4qat/8WFef7u1CSYk1muHBj4qS8spK/Ofxs8wmazd9JSVVlPr06opBRfmqV70q9qQsYt++fdGTTz4ZffzjH4/+/M//PPrYxz4W/dIv/VLhn33HO94Rqzbl16VLl6JRobUipUMlZXKK4yA4p96Tctger+RJqTYgY1AsUhINfLHMgnNcesZ03ZMSm8UmiiB4h3Q3Fi4UMDBndnHd8NygiJUdC+JncLkbnpR7tk817kkp5uIq6d7ZJF8dX0p4UrpI9tb1pJx06EmJ+uSlgrGsSU9KPNd33jAXHXniXGmrc6xecWyTIebrur5GZe+QrZLiJsM0aSiU8fxkbQdwrfCciCK2CpOggaLDw0RR41NJ6cKTUpSUCnNP0kJsGJ7jo70Ma7QrFfNKVzwpwWeeurDBqsAUrK2u2z6lrKTUDU+Y6Fm7t46ieBTA+InpBx0VtWnJE2G1e6eelO4+l2oByYcVi5WS0qDd26ZIiUNeiCB8HfILs5Nj8eeUwDHVvQM0IHX3RsZCm5Z3k9C8yeGaSVVJuX04Z5sqKfHzMTRnhIuUKCL+zu/8TvSa17ym9M9MTU1Fe/bsif8dnpX4syhUFvHWt741OnbsWPJr69at0ajgu3DQhCelnPQ10u49PFFTmZhUpe2i9MszU6NkKAMLiS6F5qzz73RUEMu3ezdTBDFp97ZXwAyeW/vrFj83uc+B56gr6d44ZMCmtJV2b2Ul5bBApKiYwsIUqgsXfpSqnpQufA+zSBGjqMW9SSUlOHxgR1xQKysSxyfgjhV6cmDkqt3bdq4W1d6jmgUxKJRxEJBXpGNBr6SkNCx+5zd2Jsb5ukD1Zat81fKkNCwc+1QZQcVVZfWRpHuHXKQcHu589rgUKaedfF28Q3UHTWkxXfN51wh56ALyHjA4J1p3oFnV8q3aPusT7D+yn0V3THPdiutDLa6uai7wpDSYz6Tdu6irpI7ltWb26pjfJXBMFTwjODSs61aTsdBm329UpNQ4+IGoRfaL8g7ort0QJNSkLUFf6M0V+8AHPhDdfffd0bOe9azSP3Py5MloeXmwiFpcXIx+//d/P7rnnnsa/JTdIGnB9OxzkUcmGjHctcFVUAw2PXVFMp2N1vjmTRG68mqVlAvpoJgvEJmoOYqKTZ3xpFwdLSVlsuG2KAippNKrAMVkXoHrQlG0sUjpb6yB55h45zUBFnJYNKqqRG5UbBXMFgLQ+oUWscaKlI6Dc+aGRQzxsMsfIDTlSZkNz3nwibPlJ+COFXqzDoNzcN8mLT/fgV3TsepBN8AJxf+idlnMXUqelI6CcyRJ1KeiBuMeNkNVLZl1yIa+Lt0b7Nu+Jf45TZWU2PRhreFybI3bvZWCc0L2pBx8tmcuLsbP/J5tbhTpUL5ibBY1aRGpLYFZa+Ji34qUHevu8YXM5VVKtWRP02q79+B+ZYUS0g3gVEmpWJRvIzG56rOZCHzSTpa1oPfqONxBB4/O/KPyrCZKSouxLT6o1VZSqmceXFhIRUPjY7Bh26yf7u1hHTkKdKpI+cY3vjFuvYay8aUvfWl066231gbm/NRP/VT0rne9K/53JIOjKIliJjwp9+7dG/34j/94oz9DF8BpEBZvTYesuGz3nl9eH/hhSmzQXzN56GzgB6Em9a24pUrKyXGzdG/FCSMkkoQ/izaAItDWmT0ZC82TMtlwW5y6qTxjSp+lIHxqZmLcidp5/SLL31SE8JyTFxa1k4tNwUYDKkpVv1M8h9g4qxaITmu2k9chC9yqxVpiCD/hrt0bQBFa5tvXmJJSwnNKEr59nIDLWKzra1R2b2w3aRgvrp+bjo6eUlft4aANHlXXFaQj494ppXuvXLVo996opPSpqJmVwrLF2HdJPCkVnm2EANy4a8ZKSYn76tJ3ubZIudCNdO/k32ennM09iYdoxf2SA29T1U9fPCl13oNRYNdwLj9VoVRT9fhrPt17Nd4ruiwUqhauknbvBhVqGJexZir6bGk+gZ8Al/Lgyc2NjJs66d5xkVLhWXVh6+XbkzLeL2bmNAgQ9NO97ddpo0inZoh3v/vdlaE5RSAcR3j5y18e/yJqRrxNp1DJBOiiAOLKJ0WKPShwlF0P8XJTPcnBhrfqZ4RSAwNgkZIo9oQyCc5xkHTeWru3Y/UAng0o0bY11O5dlZpchIsNNybDs5ddKCk3FnNN1bxNeB2WKSmxAITC0ZWPYxUo3OiG2iB4QVVJKe3krtq9Ma7Fz2llcM7Q0sLRYljaQYsSvqVI2cQhgqgId85MlIbnxCfg29yOnXjecS1dKCkl2dKWQ7tnogcfH3hzqsz9KPyDQiXl9ET0yDP1Rfc0lVs/SGRdkbIBRU3iRbW4avxsSrv4rKKCDFYQH/3CyXhNAAWHvgeW2+uBOamq3RsqQviX+RzPbcke7rjwo9xg23H6cmwh4bI9NQnr6ImSMglboSdljKwXzlQpKZMi5eaw0r2XVuK9hcv9oq6SsunEc7yPRUVFsV7RuRZJx5jBu91kfgTWm1CCD+73uFq7t8Kz6sLmDXPd1q3jzgMjAfaKFxfXd95hLaCf7r0aXetItT9KhLuSIK2BwbdpP0rnwTlJa4TdIgiLfAiwivxHTFsh61Ru0gojRr22BSJ4nXQx3VsmbxfeisXtpM20e1cFkvgKPIg92xyoLoqK26KmcaFMbGKRlSR8N+RLiSKiKCN0NrinLi0m737l19dMD3fxnCZKSmfBOeJJuVTYWoOxtCnFCDYUaPn+7FMXCjcKvk7AsdB1oqSM2703O1GC4XBMtaVLfF6LipRY0ONZxgLfR3COBNrJGJQGKPhXUtokfCft3ooKMrQQQ4n/1Dn9sStWADu+Hngnq9ZnaHfeMRNuq7eoPKVLyEWy94aE7wo1ctLubeqf1hMlZaKWZ5Fyfbt3pZJyrX1PSkn3zowBmMNmHbfty/tRW6RsQUkp72OR+MBkLtZR9BV9v+zX8MluSfhWXB+odu+5UVKueRtTU4uW9GByFh2N2uneVFKawCtGSpSUzaoovQXn2HpSKqRx66rBBj6X5QNjVbotFgkY/HVMlqV9eHqiWwtCm8m7irSdtKl2b910b/vAg7gd0pEiOV8swjOI2kBd+FMonpSilmkiPAenq3g/d2uqHJNWQYXwHNnIyKLRmXdqVbu348VwlSfloLWm2bHq7v074p/x808PwjSyYD7yUTCdja07XHlS2t8XSZNWtR2Qon9Ru7fMXdLWWQaeORSMdK1l0vbXqzmFWjNKSlN0QyYkPMfEl9KHkhKbThRNy9QneJ9DbvWWds2dw0IqVPaui5RV74/pAaSqsqwryOEMlZS5du9LYQfnFKd7ryRjoysSD1bF4Jymvf7KbMCMvBEtinRNelJK5w4O01VAtoTKIZnKHruOpZVVo/C9wd+tvu44NAfZNSn2QLqHlYOWdJbcdOEVI4UDXxPy8TyywTBJr84jvlG26kGVQplOujfAwC2FwyqlX5HaImmJ1xjQXbW+N42LE7bKSaeJ4JySE1elBNCWPSmhUipS4KYL1ZVOeFLKRvTp8+p+OqaYtmKj1Rao+M+Jub6rdm+VgCd5ltyle0+Wtntj/GviACGLtGceybV84x3wpqSMF7phpHureurlk72rlJTZuawMbPRMNlh5FURa/OmGknJWcVOvWzj2vSmaHs5JZQfJaPcOOdk7r1xzqaTEmIWvW1VQNm339nVg2xaXFgfjAj0p084CnNOcudy94JwQlJRNt8CXBVOadCHaHEA02e4tgWOqCd+qwTmpOMlWSTlmFJxTnw+xUdSCwxWdw0qsI/Hztekn21VYpCSlnpRNIwOam3bvwcCyxYEnZd1AJoUW5XbvGiVl4slWoEiQgpFOy3cIixsTXJywFdGk593EZnj96bZ7258O4xmD4qWu3bLuc0AxWZTuDVz4Upq2e+oG5zTV7p22Yk8ZFoguKxdCXbZ7T9Z4UrpO95Z271IlZcOb1+fun4v/+clckdLUM1GFmXiha1/ox71x8f5kPfVs271lbK0rUpquNfJFG9M2Wh3Scc/8nsGTEu+Q6th+SLNwnAXXxHXRtsqSB3PNhSsrnShSythZpAK2AeN41UFTaktgWMjoW3AOlZSJuhdqyqpW2hCCc4ravcWT0iWpunA1XCVlSXDOxLjeoZuo3Y3avRsMzjFp91Z5Vm3FKKYHyXKf6jwpE3uwLRuVlKqWVz7XkX2HV4w4kawHl+7tvN17zV27dy6ZVEdJWXSSqXot2mwTsUr4c5zu3bQn5fJa6p2mgmkCqMlJtNJzs0FJOe7MlsG03VMHKaIcP7cQL0iqftkUdbMqR90Coo5iSk6ydzn0foPit8qTEuMV7pFueEcZWORBQXd+odiTsmklJYrKSFLOKyml+OWn3duhktLBfI2fX0tJOQzO2bN9Y0Fe5i45EHKdTJ4/wErV5x6VlMOCio2PKK6Hjnps39yW+D0xU1JCueE4OEc6OZbWSjsU5qbD9qTMtte6VFJKyzcOqsqK80lRZeSVlIN3iEXK9Uq1Kk/KsNq903Edc5jrtn3V59206O9ESVkRnGN2AKE/r0iBrYkMiaTdWyHhW9bSKs8q1pRYW5raU9mE78V/30RJOTkeYaugWlhtq5jeBzhDkGA8KacdFqXSFudx7+EtSSuk4kSBjVTVgFyl9NtiUMiVP9u1dm9f6gGoPRrzpBwfBC9hwh5XfKdMNzJlm3hTBa0sRPOF/jThcbUTYw080rBZ/91/OBb/qgLFlT97y33RvrlpOyWlZis22p/xOVUKRPAEglrJVcFQpd3bVUtxNqwGxYy8khJeu5eW1icpNgXCc/7vI0/FBQYZe12EWJWBucmVZYKLz4dxAkUbZSXl+SvxxqWoMChdAFK4KgOFcRdKSlkz+AxQcKGkRLu3aqs3wDt+YOeMkZJy0O7tODhnvHz9IdYNXWr3RhHYJaJ8ffz0fHTnDQN1dnEacbeCc376//5s9Omnzkf/1+u/Olb9uWr3pidlCg42P/3k+aA7ovJrP6wZMAY7V1JqpnvbrJVNwPtYdACH66Eb1pqs1ZfD9qRME+jrlZS6BXWMh1cMD2B0RUK6hfDUkzKd18SDFZ0RKgejqQqaukBdOEOQwoGvjZYCOaV34UnpakJX8qR0raQcDopFRTSTVtuk2NSxIqVsOJ0rKRNPymbaveWdUt0vpqdudp6U2a9lFT6Ve25ctns34X+LgthP/MtnRx8/eqbyzx07uxD9w2Nno88dv2BepExasfVDbQ7tRqugWnCObhG0DtyDquKLD3U9ihl5T8qLi2ihaebdzHP3/rm4SPmpY+ejF9y6O1f88qCknBqLn3+bawuFtqt0b1GCffb4hfjr4r2pAvYJZcEjMnfVKSmhpDZ5/6dym1jxaPapqHGhpMSmZmsmJVSFa7dNRV84cdEsOMe1J2WFJQ/8KLNWDiHzXV91MG5fvHXPVqdfV8JzHj11ubBIic2qiSK9bSUl5s5PPXk+euDhU9F9t19r/fXkHaKSMgVrBhygl80H8s6phJF473Ybrv1kDTjr2JNS9Xl3sVZ2HZwzN2MYnLNq4UnZwM9/zVB9XqX2Fa5o7r+xvjJVUpqqFFUPfi4WdDbODp93PP/XqHxGj+vIvsMZgoTjSemw3duVelCp3VvTVw+DKf4OVENFp9KpJ+W4EzVHWrDt1uvu25OyCbWWPBO439OR2rPo4tTN5nRWkAVo3tc13ag68NMzMBo34bu/+mD8q4qPfuFk9Orf/LhVwE7S7m1QRETLN9qNBx5P45Xt3rde63ZzDU/K8zVjnPMiZYFytGhB2HR4zoNPnEuLlNJG7ElJCXC/J8fNis5J6rqjd+im3bPR3z96Jla47qx4hlHERJHyBbcUL9HTdu/64ByT5yqfiCrjnNd278z9slFSouioW8w/v7Bcul4oAn8W19b19cgXKbqqpERx8tY9tzr/unh/QNlhk2kIl7zfdf5pvpD29d/+26NOipQ4jMKz5NPmpWtkg0nERzuLFHGmJ9tTY2H8wbpU9leJAMJxurfqIbvPToe6dX15cM6mxg4gmvB0z677sf9USfdOCuqK80+dcMdHoXpqGJxTq6Qs6Gyc0QzRa6uY3gd4xcgGlhsqHOTBQDu+eZNbT0rbIqWCmk/Sm1Ul98nXLBkcU0/KCa1NQt88Kf21e2+U7/tCzJlXNH4GF/4l6SnhqnNfV7dKynYORHwF7IhfpEmojYTnPH6mvLUTz9HZ+SWnoTnJorvSk9J9UvCg+LK0zq/1wkJ5aJhvnnP9XLxpzvpSJoEsnjwpgY0vpWvjfHkGH61R9KKIie9dtJleH5yz4jc4J0n39r8JkDZtm/uFIqWuemzH9GSsLq5TpTZh1C9rCFGuZjk/3x1PSl8c3FUddIRCk0nh2CYB2AXy7P3F50/Grey2xIpiJnsXFilPl3j+6RZ+fDGwKVldp4idbUlJOQgH21yr+m8q3RvzkO6hm6zzjdK9HQca1oF1p0q6d/qsqlugmXrcm7Z7y97MSEmZtHurfeYQQq+6Shi7QxIUJgllrrAZrArTvS0HBRn8q9R8ogZRnSjrfC6r1ESp+kY/3btr7d64nriurtu9m1RSjm8WBYRBcI4DJaUUWUyQ99BnundcpGhprMkjIQrw2jPl1OWleCNv4oUr4TlHT5VvAs/OL8cFCx9FylpPSudFysn4vcg+R20qKaEUuOO6bdGRY2mR0mfxC+newCbh23SBbhvgdHz4jpS3e6spKbHJ0lWerJtDh+NbGqDgb45L5l7D+4UDBozHuj58okw8VxAyVUZyPbwF55S3e+/sgJLSF3MzE/HPX/b+XDFVUrbY7o1DJFjkwH8Wc8/7/v4xJ+nebPVezzU16ckhBOfI90/bvVe8eIsmwY81BSQfh6eq72PReslE4GNzAJF6UjZUpKxJoN/QvaehpDQd21I17ZiX6150cJ7tglH7jFRSmsIrRlrxiSsDRUUXnpTY+KKTxHZQEAVNnSeleGS5aCHHoIh659aCQocUiPSUlCutG26bYtMGUAY2zjjha+IZl82FTptWot6y2HC78KQsTfeecJnu3d5YkwfBNXjebJSUaPc2LSCKiq2qQJQkew/9gVwBT6Mmg3Oy3nVZX8qi1pqmw3NOXFiMjp9fyB0YhKmklE2KO0/K2dpCOTgxfEfK0pHT4JwVr+3eeSWlT2N6WyWlqC50C/Ao5oN8yFQbaaJVljxpu/foKinlHapSUtoUKU1862zBemRl7Wr0wtuvjW65djb6wMefsF6jmyiK+46kJ5cp1RaW1oJYx+P7y54iUVJOtRScAyVlC0VbvI94J2CrYXuYm7cu0UE6pZoKuh0k0C+u636p2sMoe1LatHsbhubBFxg1gtp072HIV3a80lVStmVL0Ad4xUhQLZjwW3HlSYnTDts2ACVPylh5qn69RN1ZVuTBoIgBsch/yizde62TSkrZZLn2pIQqoKkiiCwedIqUiQ+ejZIysRSwafcuDlyadqykbMNaogiMFWhflQKMCWcsQm0SJWVFO514Xko6rSugZqsrUvpo984qsNpWUoJ7hr6U0vI9akrKg4pKSinkX1fS7i0LelngV86dJu3euU2sqZpCBwRWYDlh6kkp12J20lRJqVGk9JR2XlmknO+OJ6VPMI4/c3ExbmkuHkf1n1HYUOCXtHc2idjj4BDve7/mUOyP+kdHnrT6mixSbkTm9DLPvysBBOfIejCvpDTpHKkCex9Yf9UVrmA70UZicpEVFZTyqFlOmga4GKzVccjfVHAOwAE8DkbhKeuyvRmFZlPRg80aLW7br233Xom2TY2v88/VVlIyOMeYMHaHJBhwMoQTorYKB1gEu1BooYDi4sRRJbxFN/xDRUlZVkQzabWV1vduFinN2wAqJ52GiiCyAddq93bgM+PCw6qsvchluzfenVCUlKIMM1VS4nQZrTAmyd6ipMBi6Oipy5Xt5NmkRbft3ldLT8hxn1wXgOaGiivxspMDhLY8KUVJCR584rz3E3AnnpRDJYWr+Rptewh2qSqUg6fPVyspsaDHs+xdSZkUKf23U2HjDH9e03TvJNFYV0k5vbGYX0eadu72nZWCQJGSDsUrKWaNMqkifuM7hLWtaVEFB56u/blVyB4cvfx5++Pi4m/9zWO1aqoy8PdQwHXdItybdu8yJeXyajzuqYZn+QLrwfnh2lDmLpnLXDJQ163WKylbKNqmNmBrBSE2m7y0tjcRnGdrSWBqTWCjpLQ5qK2zOZI1aX6/qLt2o5LSHF4xso7lNbOB1m2R0n4hhkW0i6KciheQrsS/LowHi8KyIlra7r1i0LbbvUWhj3ZvKAOaKoKkRUqddu9BS5iNCrgunMmu3Vv/GaxWbYfhSQmgpIQiyOSgBKfLWDSaKilxvw/unqlu9x6qLKQ1rKliOsYqH+neeYVYk36xZam/GGNFSSlzkQ/Dc93TeF8HGkVKsDolZV27t9zDWk9KQ2uZ/OEh2mhxDXxv4KF+Nb1flwraxlR9DrNFQBXStHPHnpQVXSAoouL7jXo4wKHd5WrkQbq32fXB892GJ6VYcOB9xrP7iufdEH3u+IXoE4+dNfp6uAYQQrQ1xgff7l1SAMI717Yf5QYl5VBRJ10BTYTTbHyf2vGkzK/rRdWo+3ls/Gbl+zfnSSmWBIuOPSnNO+ZsuihURDBYk+b3i7pdML7sV0YBFilJq0a8hZ6Ujtq9XUzoKt5+umoQadcoSsiURWFZEc2k1VZOPUNY4OgSB+d4UVKG3O69Zr3Rc+lJ6Tc4JxxPynXhOQZqStlc7LJoxYYK56nzV0qLpKKycN3uXVdMhxea++AcUYhlPSmXW/WkhALwrhvmok89eT5aXbvqV0mp6WvUhCelPIMIaMoqXPNAbYzvWdXaizmsKt0b1xe/TAqsRUrKJjarUFCY3q9LoqQ0SPfW96T0o6SU9UfRQTIOG+SzjjKJr2uBkjJ+Tg0Lx2gjbaVIubB+TP6e5x+K//nevzlq3Ortw8ew62zfMh6vF6vSvUNYw2M9iOcYY7dPJaVKK+5AmdyOJyXIvo+Lhl0NKpZi9UXKhjwpE0sCNSWlerv3oJMHz1Sj7d4KBz9Yk9oqKdP293D2Ol2BV4ysQzxvmvK48Becs+K43bvGk3LMjZISrTBQn2DBUqm+We5/urd4eEh4hQswqaO4VnZ9Q2n3tg58cpAGmqZ759u9B9fOxXsap/sG1AIhacWSXqyDbC52W7Riiy/lE2eK221lcWjaUl7G5DBhvahIiTHJT3DO5IbUYlFStlWkBIcP7Ig30l965pLXE3AXSkrXnpTrEr7PXK5s90ZBv0rtXaeklGfNSXBOHKDgfxzBPTNWUg6fbe1274Jivnr4WnOelChqj7ofJThUEYA26JIwG0twL3UOO12RqtsnErX51962O/qTTz9tdJiXvAdTfFayYCyFjUtZAQjrrbZDc4B8BowBiZJycjSVlNnPZzoXT47Vh7OGlO6t0u4tewdkTOgId0zUlDYHySoimAsFohYqKZsjnN0hCYJk49CiJyUmP1O/GwGFKBdFOTn5qCqUxeEfOu3eFQMyNheYeOo8KXXTvbGX7KIfBlLTXfowyQK5KSUlEuSM2r0tN9xpYqB9cE5+YZz4ki330JNyGARisvlKC4h2SkpQ5gmINht0tEqrtCvkHhS9az7UekAKGlnF3kXDQo4fX8pzXk/AXSgpZWPj8h2qewbl/ahq9QaYw6o8KU09vIoOYdCV0MQGAPfMPN1bFGSmwTlLBuFrzaV7n51fGnk/SrBzZiIu0B/NFSkRrIE2Z9O5He+J664SFRJ1+3T63L7q+Yfin+X/9/ePGyspt1JJWdjyXZbu3ZZqsGwMwPowUVJ6uJeDFuC6IuXAGqlpitZLpnOxVbq3h0NKtQT6RcfBOdUWaG15UuLnwNffbutJ6SnIbhTgFSPONg4ukIKI7WIsPnWcsN/oyikX2h3LiBMbNSampPBZ8DPWpdsOvAr1ipRI94bhv23SeRtgUDeZuHQW3D5BajJY0m33ttxwJ4XwZRft3us/C56j2DzdUbp3SJ6UoqSUYBAdZHNh4xdZpcKRE2x8fdfee5MVil9fLc9zJe3eW3NJim0WKZPFpYcC2KwLJaW0mDlVUg6fwZIAJyzc0Q5eluwtYA7DuFdmXZB0bRile69fJzSqpDRMY5dEVAQK6YCxFu9nVft9Hl9BQkm7d27sR+AiPDOppBzMj3iH8sE5sgYwvScq7a9NKCnB1z1rT3TDjuno///3j2srwNIiJT0p8+CA8/Slqnbv9rfsWaGEr3RvlVZcCFkg6mijcFvUqWR6mGsTnNO0J+XuYQfPKQ/BOVUWaL5UinVjatHYZ9IFkxRtqaTUpv0RjwRFCJ6UwCbhGwM3TnldKClVTni0g3PGy3/GtIhWvNhPCkRa7d5ofe/mgtB1cE7T7aTyHq1otXvbKyltfG4EKYQXTaxZ83RT4D8DC5oQlZQmCd+yuZCFnE3oQl6Fk3yPy0vOk72z9h5SOGritH7bsBiZVYjFfrwtBypcP7clvodHjp1LF8AeNocyP122avc2M+uvAuFNVUrKkxcGz/ne7dXPocxhMqeVJpMafPZ8MNhig0pKzL0oyjWlpMScj4J+NmCqDllbuC5SytfLKylRgMUloSflgEO7Z2PLkOwazzaES6X91a8nZfrcYtz+nucfjE5dWow+/OnjRt0sTPcuDiaBOqtobxBauzcOqaULwIeSsu55ty36uzjULVJSTrYSnNPMoa4cwJcl0AsLS4PPpfq8yphoIqqwUSnWPWNlohb8PVxz1S4Yn+vIvsMrRpz5RPluJ7JVgPkq9uiGSlR9zWySYhmDApFeuncX/SgBNp5YCJhsClUX3OG1e5sngAoyGdpsavDcQPVbpNrD4mN+eaXT1hJF7Nk2FSuVbdq9bZSU126dit/VvAonWwh1nexdF5xjU0yqLb5MT6xTUl5cgEl5u2osfC74Un7++MUkUdmHWkM26fM27d4e3iEc4GCzXFYolwL+3rnpyq8jc5gcDOWRNFSj4JyxXLt3rKhpRkkJJxqT9YmNggz2DkjPVkXWFq6fW7wbuM75n19UnlRS5nxdM+O4rSK9rXTvMjXRK7/iQPyz6AboyKEM0703Il7TRUWgeIwLQIk1k/WkHFpJ+fhcdSq3Nn3+Cj0pDYNzbNq9E/VmQ2tofFa8t7Xp3oZKSqOWd4s1UN2YWjb26fpT+wxg7Du8YsS7x5UOYrRro9JKFGAOFuh13n4SKqFzkpUMyAUbHRWlX1wg0mn3jlvf21/cmJAPSLAlLQJPNNrurZXuHXsPWXpSjtl7UmKhUdbGg4Wqbbt3ai0RzjSEzwKlYlvt3igCwBOwqECEcQbPr43npYktgU/fIxRfpBCYKCkbsmKo4vCBuViN/4+Pn/W2uMTXRP3fTknp594cvGam1HIgKVLWeFLKGFtWpLQpfm9M927Gmyz1otK/Z4nfqkmRcmb9e1KHrC18XJPYNzw39osaWiwcRp3U1zV9h2ytI+r803whaqJ8UXHn7GT0rYevj/7x8XPRp46d134PqKTciMzt+ZZvdJ1gvNwSgNhAurIwBkD1CSsp1/YzMnZVFZDaTExOPCmz6d6Gc/H45k1xoXfJYK3exhoaXSaqwTnKnpQ2wTkWzwHuVVWoaSpqmShcC6ine/s5NBwFwtkdkiBoW93kRkkpPikOipQFk1EWbGTjP6ex8Exa2ouUlMNBsaqINjMxrhmcE0abSFtty216Upqne9sqKe29XauK21io5n3JdEk86YbJ0qGwd24qOjFsadVN90YLs+1CBCqcJ88ubBhzEExh205u8pwueVQsxG2sOU/KtpWUWV/Kzx6/4K3Yg4L0bHwaH1ZwDoCnHpTBRencJ4YFfLwnVcjCXuY0l589PbxadTZmqpCmeq421u4N5qYn4/dENVBQ1hYyD7gEc0J+7SLvMNu980rKtEgpfmumRZW22r1RVMT3LprXEKADfvtvj2q/B/Sk3AgU7CBfBErSkgMocqAoCTBvwZ9XxkQ/Vk+rCm2+gSgppUipOZ9hHWCqkk7X0JsbfUZrPSmXVrXCWmVMlGJeY56UykrKjc84nnsZy+o/I5WUpvCKkRJPyk2d9aR02e6Ndl2cdJUVe0wmpiqfy0RJWVFEw2mqThF3oIhrf3FjV6S0D2mpk+/7oKqNtghsQgcbbleelHbF/rLnBgbuOr6oIfrflgGFGNq9dS0G4lAbBypHqHDwrY+dXd/yDf8v0HS7t68QDlFSSvFVkhRDaAN87g2DIqXUhHydgM9qLHSbtGcRJViR7YAoKSVkyrjd20IFknQ4LK8NAxTs1ee+lZRo98bnNrlXUFLiQFQ3TdTHNcH6I39AJX6ZbPfOKynnnSkpY2VZG0rKheXSzp47b5iLvvzgzugPjzwVna3xqRMYnFOO+E3n271122eb8aQcpHvLmOgaUbmVrcN8rkvqkDE8u14yDc6xebeb9qSU9SfWbFXrYzyvsABQDWu1UlJaPAdiKVB2+FeVEYHnXjVEr01rgq4T1u6QtE4y6LVU8ZfNoBjvmpBM6I7CYqrCW0za7aoG5LS1pkpJqd/u3dki5fB5cKUgSJWqTXlS6rV7u/ISszHjVnluBn4sq73zpJTiCwoCdebgxaE2k85UOPmWb1FX+Gj3rgrOSdqYPNynHTOT8ddHkanpUKs6hefNuweFBnSy4aDKBzMIYnGgpHRdpJQAp6oi5Z5tW9oLzsnYgOBdxX6pESVlkupp5kmpm+ydLeYDVV/KVLnhR0m50ZNyad3nHHV2b52MN7FZJaVtUaWuaOMLjMtVHt6vev7BeBz6vz7+hF6RMoDDqK60e0vnVAgdUdO5dG8fyd5l4TQ2LcWhBucM/s6YYXDO8KB/c4NKyq1Tsf1Alf0I7o3Os5paoJkrKa1sY0qeMekkKVRSTo5rtHuvxuvItsRfXSas3SFpnbZ94qYdKCllQndVmMNAVuQfud60V33wqZK2Vw2KJsnKK6tr8Wfsarp36q3opkjZdCFkUrPd29XpsIs2eSglyxaAWIBgUYXFSlfHmjLEa08nPAcbR3hSivG9ExXOqflCz0sXhdBQPCkRnCPtoipjXxst31MaigBdZuOFroUnpadCf5GnngC/VhRh6p6HVElZvJmRgrjO3Flkw9KkokZSbE3Ur0g1NvXhE4Vi1hqhCllbePOkzK2H5HPRkzLnLZwZw22LKslaYq1ZNWVswVFRfP7nd+6Lrt02Fb3v7x5TWg8w3bteSSlzfQgFuap2b6Qb+0j2Vikgtauk3LRhfS3WIybr2SohTBW4NjhA9eEJWmtJUBGeExcpJ0ws0EyUlOYHcnV2bhcWyveLeO7Vg3PWvK4j+0xYu0PSOunGoa3gnLDSvbMJ040oKSsGxXUFIihIFNR50pIrC4uuYXPCVkTThRDddm9X3iVJcdfiulWlwqcLVftW1dCKlNfNDYqUOuE52Mhhg+ZESZmo2C4Xtnu7KIRqeVJ6aileV3xZWEpCrYpaa9rg7v1z8T99thHHAVQW6d42KgJdTz0B70Vdq/d6T8rq4ByT9z/r49XkBt5GSYlitGmL69zMYFxRDc+RecTHNcHXLG/3pidldhx/6vxCci9siypFYR0hKCkx9nznV94YPXluIfqLz52o/XpyKDPb0YPzJpSUec+/hRZDYsrGQEn39qWklH1S2fPeps/f5NjGz2anpDT0pFxFaOvmltS+S9Xt3hrPaltKyqSDqEREIvvFovEPzz3+nsp9w88lNm9ED141EpRPnIvgnIXlFacLdAwuZYOnyQa+SuWmqqQEKp6AIbWJmJD4dzrypEQxCYeOs5MNt3srLkBSLzG7+4VNfJ3xeBVxmuTKWmW6N9AJcMqzvHI1zOCcYQFG2lpVOOWwFfu6bVvie5f1MwOnPSopq4rpS549KUNVUh6+cWf8T59txLEnpYt0b8fzNYpNULnmn0Eohk9evFKb7J1d2JcpKW0VuuIn1SUlpWmRMvueqODzmmypUFKy3TsFSkpYnT1xZmF9UcUiOKfpIiXWAWjPrus8+c6vujFWdP323z6mVPTE+mGsQfVXV8B1QXEnr1ITZXRonpQ4rPGtpCxTGIYQnJNdLy0N985ThkpK8yJls++RHJJX2SEt6LZ7J/s8gyLl8uAamIwntUrKioNzee5VhBpQiMKjk+gTxm6ABEMbRrwhB+eAqmJPuknU998o+hkvVCQpbjjJXFqtXTzOd71IWXOaqsvF4UaxqfaIyZaUlPH3tjDaT31dy9O9s38upFZVW/bN6bd7i4eUtGvZgGfz4DUzG1RsZ6QQ6uB76AXnrHpUUk4mRQ5pFQzBkxJ82b5t8Tzo8wQccxQ2oPjZTRbZvoJzRE254RmcX4oPMkVtrOZJueLlQDSel5fXEiuWJpQKtp6Upj58WcWxCrK28NLuPTkW+4BmVTznF5bid6Wr3tc+yKqRb92zNSk0mW5W69pffSCt2XUHR1BWf9Ode6P/+U/Ho7d84MHKsexzxy8wNKficBnz+5kOBOeIks6bJ2VNUb5VJWVVurehkrIsYK7uoN/H3K+WQF/e7o1Mieu2GbR7G+wnMB6a7iGmap4xHLDGa8CCayzPPXwpdwyG+lKopDSHMwUpbsFqLThns7VCy4cnZVmblQxuOmqwqsRwDIpVrTXrw4XUlZRdbfeuO001UVI22U6aFH8UvRsvDVs/XXiIosBr2u4tp4Pl6d6pL5EpfWr3TvwiHYXaQIXz/37+5LpCANQVGDe2T49781gqWqz5UutlPexQ5JCAxVCUlHh/vvE5e72F5oDZpOi1UhmWVoZPv1A8g0eOnV/X0ifvhIqSEgt7LPBLPSkt3//YK3p1zbr4o4MU0FUVjdmfFXOYsSfldFrMVwHfC88t1hqumU48tVeTe4fPNTc9Sc+tioRvV0pK6UBogjTIsf65ff3X3hz92WdORP/jk0/W/tmve9YeJ5+vj2ANkW+lDakjSvYSYj/jLd27RuXWZmJy0WezKlKOmXtSttbuXaGkNA7OMVJSrhqradODn+J9DA5YsS4rmtfkuVdJ+MbY30YxvQ+EsRsgwdB24q5LT8rpCVfp3ij2LDq9XmVGyfDvqlMSJe3eKkXKYet7CIubtgJgsuC00qQY0FS7d6LIc1DsMjXjVlkU6zyDXStSIoEXP59Wu/dltypHqHCgVnrq3EKy2UVLOZ4LH4WASk9Kj4WwbBur/FiheFKC//M7n+f16yPdW94jmyKlj3dIlGCPn5mPnrV3+zp1sUqREs8p5rJST0oHaceD4JzmlJTXbR+83zpjQ7Y93LjdOynmqxcpfW2KspY88szCk1I+IxlwaDhuixo5aU81VVImicJurG90ipQq6nYEjX3qbd8YrSiEBIagCAwVKNW+8PTF6OrVq8lcH1JwjqwJnxEl5VQ7Ssr0mrQXnFOU7m0yFw/mstVueFIO17hVnpS4NzrPalVOg8+5LvX5LR6zLiyUi4bkuVdJ+MZBqisBw6gR1u6QtI4UU7rtSemj3bs6OEd3kIzN5wt+RqhO6k6tEz/AYQFSrfW9m+cRNpOX7qQTQru3nE4iPdcWbNpN2+TTQn95ure1J2XL1hJlYGOAIoxRu7ejhcih3etVOKLW3OWh1bvWk9JrcM5QIbYAT0oJDevmWGXCrLQMGXgcZu+Nj4JU8gxmEoqlOKfS7g0wl0mhw2VwDhgE56w2qqjZNTsZf1+dsQHIs73V0L9NFMdnK9QrWbC28OXVtmU49l9ZSscKHDLQj3JjQRsFFBnDJbnWtKiShOE16Ekpz62quh3vINTCdb+aTCPuGpjjcY+zB8AhtXtjrsHtO+1ZSZkKFFYDVFIObagy6yUb6xVTa6Y2PCl3DueivCVB9jPhgF0v3VvU+WbBOTYHnaDs2leJWqQrQk1J6e/QsO/wqpESn6h2FhEysNmkEi806EmJdjOTialUSYkkxZrFfmpcXV8gSj0pu/mquzSLx8l000pK3XZvOZ10UYwatJCsevF1TZWUNqEfg2vStKeOCvDYOm7S7u0o1CavwgHYFLgoXmt7UloqgFQWvChy4AAhJE/KJsgqKUPzdU3bVdNn8IRGuzfAXFbmteUqOKdJRQ0OMPZsn9KyggASjrR1asJY3Q2fP0nRrgNriy2exlVpq5fCCeZV2DVQSbnxWcE47kxJ2UJwTjImswDdGDLHZ5VqsqcJQUmJ5xqiB2n39pfuXdPunQTnBOJJaTEXmwfnXG1cUAQLEazb5P7nMSmo24hRcFBpvIaoDc6BPVjx8y3FeRUl5aDdu/13t4uEtzskrWKrbnB1Sm+j0JLCiXwtW6StDItxVxstqBzE8D+fpKiqpFRq93bc+t7ldm9Mnjjh8+Hp57zd20GxK37GDK+bbPzLvDFTNW//2r3B3rktcXFFtQgrG4qdjoqUCM7JqthwP7AY8pHsvb6VsFxJ6eMkeOD3M/CkTFU7o7Mhnh2+Xxj3TVgaeg/6UCZlgz/ySkrVImWVktJWSZ0E5zSsqNFVWWcDSEyTcFEYgFLxvKonpUclZd6SB+sQbJbhSUk2juPHzi4knqTAVvVTZMnhi1Eck9tGujFOZRK+RYUbgpJSxgBRvXlP9y5RufkMB7MJzjH5PJPjYxF0DCuaakp8zzYO+ZHwXeZJecXAP9XKkzJWKbo/+FmT/XjJwWIaoqegpERwToBijC7Aq0YaSwttqt07UYE5mtCnZAIpUMOZFlqKlJSykalTEknBUaWQ6zrpvGmSycvieRDSdtIWlJSKiw+XASw2npR175BOeFMXi5RQUgJVxRROlaEkcvWz7JubjguHUiCSBaG3du+hx1JRKIM8Qz7mBKjD8D7GSsorK3HBqg2PqbawVSRjce3r/UFrMxR869u9F+M5WvWgB/cWC30s+H0E5yw5KP7oglZ3vI86qg8pQtuEQqHlWzXduwlPSikSiLpTVNEkBUpKHD6jUGnrK5j6p6214EnZzUPuLiJz/JmMkjIt/IQxN2aLpe2lew8D01oo3MrBWvazLdp4UhpaObThSSlrg7J2b9m769wXm3Rvq3bviv3ZpaWVOMyxVEk5LM5fHoadloG1D9YpIaigu0gYIx4JhrYLB/i+2LhaeVIurcaDj6tky6pTHtPk2yIlpWqSok64kGt/zqYRNYgLJWXaTjoebLs3AliwAHSx8DNtIVFJ905PEfvnSQn2agZkDPwi3SmJMAYe2DUdPSpFSseel1qelB7TvQGKu4Mi5XJpkmJfEV+juoVuG0oK3IeDu2fWKSnR7g2Vseo9wlyGhT4W/O6Dc8bir5EoahoqbouK9OSF4na3qiKlabs3gJLyXAhKytxB8rn5wWaV7d7VlgmulJRNBudQSdk8aXryolXhxyfZdaE3JaX4PpYWKQNQUhYE55h6Uma/RsielGJJcHZ+qVD5mT6rm/VVsyYJ5xZroKrvWzf2qSopfXYijQK8aiQoT0pZBJucqGQHSZdp1slAVvCZjNu9C1RuqkmKeu3e3U73rvMM0QFKraYX3Cg24Zdqu/eZy4vOClFVXqqu0r1tDhOWhmONr+KXDSjEANW2TiirdjtWOUKF88SZ+ViJI+3kvjwpq06Uk2KSpyJQ3MY6DM4ZNcWOrZIS98tn1wOKLE+dv5LMxyjaS8K1CjLWFvlSyvtvF5yTKinFK7GpIqVOy7dtu7eETEG1WGQ706SSMg3OGTwT0oI+NwzBIgWWCadQpLQrptd59Pn1pBytcblNZB1xKutJGVBwTn5d6NuTsqxwJe3m7QTnbFwv2XQhJu+2Zrt3G56UkvCNaehswaGZ3BedZxV7JNQcTLIoBn6P7oNz6jzSVZWUTR+i9g1eNdKoakYFnBbaeVKuOlUOyiRY5dc26SDdWzVJMVEyLI1AuvdwYHeipLzSzoIbnnHK6d6XlmK/F1fPLRYxKHL5Sve2Cc6Rwu3EeMjt3vVqKVxfnCq7VjmiQIT799S5Bf/t3hWelLK59jUnoLgBNRYWhaOm2LFWUqJI6XGuliILiuWYr1BMVvWjzC7wZcFfqKQ2fP+xMYEFi8yDjSkphwcYqiprV+3eKOYPlKNraunentu9EyXl8N4y3XsjB3eLknLePjin1XRv3tum2DVcR2TbaReW1oISG6xTUrbW7t1cYFoedBLIIZmAf0eDAdb7TR1A+J7/y5CuoaKW7zqBQxk4ZNQVVeDAzsqTskIEU7cfn1VUUraZQt8HwtsdkpFu9xbfFTGKNgGDpMvJPCmULTts9y5QUiaeidPulJR1xabQSU9TVzu74MazUeRnWjThxkVKR23DNsqL1CagOjjHTbt3t5WUKFDiVNlluzc4tFuCS+YbaPfeVN/u7anogeIGQoGw4B01xY4LT0qfbURpu+p84s8KT0ZVZIFfqKS0PBCVn1u+dmPBOVKkPK9fpJSitKknJVDxpYzTvRtr9x4WKdnuvYF927fE4yYsE7CGwTgL1VBXgnNwsIvCC7xpSTPI+k/mfJD4mQZS6MgGcc54Ds5BenOIxZ9Y+ZdL98Za1sSuJm07Vl9PY7/QlidlmkC/8RDf1HsX+2xdJSXGQqy9TQ8o0zG1QklZsh+XtdvluiJliyn0fYBXjThVN7haBFspKZdXnBblKj0pDZWUogLJenrIoFhXRNPxAzQ91QqFRMXq0JPSRs1iAt4llc+PjSyeJ1dFSlOfG6V27+Ei1caWIWRPymu3TkXYS6oUIqQV25UCtsjPTJSUrlvKBRnvi4JzTMc4VaS4gaJHWZJiX5kdjuUo0oYWnCOWAwBFFt1k7+wCv0pJaVqklOdRvnZTihqTdu/LiSeljZJyMC/U+VJiTYG1hbd27+F1ljlCiqby+UjK5s2boht3wdd13krx01ZwDg4Atk6Oxz8HaQYUdzBOZNOTMTdivAvlPjSqpKxI90Y9sK31YxzcllNSTllYl+iqpNHBgwJdG3t1WevCQz+PqTUBxkZdMUqyNjW87lVj6sXF6v2iHDjO17V7J96p3dyDtw2LlCRQT0rzhdiC43bvqmKPqcpITpmyk9JFxSTFJDhHRUnZ8eAcG0PlENK9ddq9XRe7bFSodanwW4YpkzZKypA9KRG6tXvrlFJLZ6JydK2kFD8zFCmHz4a0grXhSektOCdzUj1ySsqhCmV+WMTSBeOiT09KeQZRKD9hUKRMlJTDBX/RBkOS5XWZbElJuScJ1TIJzrEoUoqSsqZI6VthlE9iFU9KKinL36Enzs7HhWqbQnqdssyXkrKus4e4B10ZMufLuxZSN9S6dG9PSspk/VqyF4zV4uNjrQXt4X3Mrpfi1mtbb0SNfU6be/Wk3btASZkIHAyUlLr7fsmJsFVSFl33CwvV+0U8nzgzUFVStmFL0Ad41UjxxmFzy56UFgotFE6mHZ7uyWK/qNhj0+49+JoZJaViO3K+3aoKTBiYxEJsqXVhnq2DFIEbV1KObVZq0ZI0R2ft3hbJ6AvL1eneeN7RttbXdm9p61RRS4niwXUr9g07puMCN1pt8WzgXZj1dNhQ5Ukp6Ym+NgPZwI1R8z6btVRS+g7OuXbbVDwGQAl23KDdO/WkdN/uLX9PvIabSs/EegCbNCSdq3JpqLawafeWIuD5mnbvJEjI06ZIDkllQylFU2lHJ8Xewo+eumxVOK5TlvkABwBNr5fIYC2RT/cOqkiZDc7x9LnqwmRQ/GmzhTZWUubSvU3nYhNrJlsVoZN27wol5ZYGlJS2B3JVz1jdfhHr4dnJ8do9UJpCH8772yXC3B2S1kCYBTbGbbYV2ATnwKcDg+RMU+3eEv6hXaTcWPhULaJhIsQ9Umr3dtz63mVPyjQ4Z6LVE9d6JeVkMErKsoUGJugZS1uGkINzJDzn5MXF2uChVEk55VzNeSBuFbwc+zVC2emrUIiCM4b8ouc0blP0uBDOKilHbUMsY7OxJ6Vn43w8byiyQEkp1gdGSsrh2JsFzxoeZ1OPPtmgSgFUDmWaGhu0gnOuLMfjsc2BzNy0qpLS76ZoY3DOUnwP6VtYzKFheA6ScG0K6anavUFPyjjMjPe1aXBQjTkf+xkfPvu2yOE1nmesU3wwOVZt9YQ22qYOpoooCs4xV1KWh7OWYZMmbss1BQn0gijskS1hm9OgXqS0U1IWfd8LCp13UBGLlUsZaQp9mPuc0OFVI+toy4h3gyfl8moyQeuAwQZ/zW26d3mxRyYK3QFIVA5ZeXsiL1coomHBImq3+qTz7i4y4xQ9RU/HOlTT01tr904UeW6KXTZpoHhuUDuoeq7xDFqlewfsSQn2zW2JC5RF5uBNKCnBwWsGfmbPXFx0Hsyjqvi1WXyrkG0TbdqKoW1wGIi5yjjdG56Unhe/aFd98uxCdOzsfFxUhLpSt7AmC/4Nz5Vh0EB2E9u0khLs3T6wglBdo+D+2s47O4aKY0nTrt0U+VJS5oqUKL7hPrfVdhk6YplgW0h3aX2jAp5trJlGbUwOARSBMBfLuInCj68gLBNkf2WjDLd93qGkbPOaTOSLlBZ75+Rn1Wh3brMTCeM9DqbOZNS+tsE52BPretzbhjrKtSvanyX2axUWRLMaSsqQ3t8uwSIlWQcmxraLBnJiaFpcyX4N756UxsE5BUrKoW+Xim8VFgmqwTkhncCaABWXi4U5VAHYyDYtu1du93bsbZik0htcOywWUNyu2niqPoNd9KQUtRSoU0wlRUoPRUQEl+D+odXWV7K3gPtQqKRcba5IOYqqHbxnNunevt8fKCkhJv6Hx87Gal6dTVG1kvKq1Wff6EnZYJFybkt87VGgU+Hi4or1hn6HppLSVxJw0u69lHpSZtXQpDh8CrhQUjYVnIN5B+vbURyT20bmelkTDtq9w1kniZ2WT6/7OnsDjHNtqtPwvbPr+th6xbJIqaWkHIYctlGkxOHqzpn1vqlugnN0lZR2XQOVnpTDdUXVfjxWUtZ5UlqqPUcdXjWyDhvzX1/G7DrIZs9tund50VR+T7tIKQWknJISLVMq7W/Y2CoF56BI2fETHFwrnRPGan+l5jdTUDplU9ybUuQlz63BtRv4uo7VLlTdpHuHOQ1JW2tdwjc2EnhlRenkWkkpeFdSliiW49RKj3PCXCYVeBRDGmbjliH992ht7arXFOe8EgwFOZ1W7+wCv9CTEsoTm6KNpHsPW6mbVPIlBxiKvpRoCbMJzdHypPSspJTnLdvuTT/KakW+HPxbFSkNfOu6aI9DMsEkwzUh1vpBKik9dmnVBedAMd6mzx/ex0VX7d5jNp6U7YiK4Espz2eWhaXB59IVx7TS7l1x3SFqgQd8lZ1BfMBcl+4t4T4sUhrBq0aCbPcGJuE5Urhz2u5dUFC0Nf/fMhywskUeqE1UT61xjVRUbIN273AWNyaYGCqXJ1U2rwrAIkJUg1UkCc6OilE2Rvsqzw1O9vsenAPqwnOwUMOpsqm3nqoKByo2n2AjXexJuUolZYBKSlMVv4mSMl+cUwULfCz0peDhUgUqPzeSs5veAEixViVYSz6jrZISB2yow9YpKX1vilAMRmteUqSkkrLeW3jnoNBvU2iS513FOsYFbdnjkHSuF8+/KytrQYkN5LPggK09JSXavVsOzsnsS6yCcyZM0r3bXT9jn3KqKN3bUEmJsRH2Sjrjm227d9XBj4qoBWsbVSVlSIcMXSLM3SEZ7SLl0HDXJJQjbfd2mO49Vu1JaWL+X5S8DHm56qn1wJOy/vpgw9L1du/8iWXXlJTjmxWDcy4vxkpaV6fD6Um0SbG/PnBJVc3bVU9K5XbvS0veWrGzSkof7eQheFKKbyEYRf+zwUJX/z1aauj9ObQ7fQb3zukXyjGnFXlSxmuN8U3W4xtsIZsMzckmnD+tUaS0DZbBGgPvR327t/9NEeYGrC3wC9/Ph4q8T8g4blM4lnV5Y0rKoffpKI7JwbR7Xx4E9+GebwloHT/dgCclvNyxt8oWAje2e7fsSZlP9zbcO1ftMWvXzy0p9OCdj3k9Px6ZelJWBdTWt3vbKSmL9mcqopaZKXSTrVWGa8r+i0pKMzp11d70pjdFhw4dik9yH3zwweT38Xt33HFHdPjw4fjXBz7wgdKv8eu//uvRbbfdFt1yyy3R61//+mh5Wc1TaFSAz0XbRQPxUjJSUi57VFKWtEKamP8XDcg6Skr8fHUFIhifQ6HTfSWlm+AcLLq3t6AKUG73dlzsqrIpcNPuPRbNGwZcgaXhWBNq4IIoKeEHWQVOk10newv7d87EreRNtHuXeVL69j3EYl9aYUdxQ4yF7nxNQqQPFYEq123bksxXuu3eAHNaWbq3zYFodtHftKJG1QpC7hN+udjQQ3VcF5zThAfWINxwLSmYZg8aSLka2aaYPmXRGWGnpOS9ba3d+9JSmpYckBJL9hQ+9xZxaGYunCYLOttCSve28e42CcVqW0kph+Zn59e3fGNfiiW97r1JOxbV9/2ptYmdJyXunamSElR1wkAFbfMZR51OFSnvv//+6IEHHogOHjy44f+hMInCJX698pWvLPz7jz76aPSTP/mT0cc+9rHo4Ycfjk6cOBG95z3vaeCTd4cwlJTmnpRSuHOpHqwq9ph6eBb5bsK3S3WTPmj3XqksEOHz4oAnpMWNCSZeJXlQJIRaqY0iCNq9lYJzLi85LUSZnExmi/11C1D8//iU33DTFMJYUwUKZ/hV1dKJRSpOk3d5UlJibLlh53RD7d7rlQFN+hRLkaMNO4a2mR0W++ExqYNsUiTl2qdJvijB9s4NnkUdMOZKwcNpu3fm7zatqNFp94YfJdjq4IAMbdXnc5vC8nZvf9cEqi4E58CPMv5c9KRU8nUVm58uBOeknpSjNya3jcz1WBOats923ZMyaakuWJNgrsTvt9lCi8+GKRtrYOzDmg7OwSF//HdbEhVJkTLf8n1lZTUWGumKD0ScJEU9FWwP5NCdgF9lnpR1ohZ0k4Eq2ysppLZpTdBlOnXV7rvvvmj//v3Gf/+DH/xg9LKXvSzau3dv/AJ93/d9X/T+97/f6WfsOiEF54gBr1G7t9PgnGolpckAmf+a2FjoJClikYAJsqoAlRZsu73IdOFJiXa7thbcaPfGva0qKGPRBW9DtFC4wsZoP06Fn6iboOU9Xe1lkRJct32qUi0lp8i7PaocxZfSd7o3Wm/LlJS+i0BS5LANF+kiWOhiaMDiPkQlZVYJZqqklNbRDeneDoJEQNOKGjyv+P4q7d4y97h4tudmJpWVlD43RQMl5WqipKQnZTUHd4uScrPVYQFaYFULGZiXzxYEW6hCJWV7wONaCkA+hBe2yNoQ6cbe1/5FWQDDd6BVJWVmfY0AO8zhxp6Uw/VVlzwpZa+ST/iO9w4Gz6qJktLFGqhIrYv9JubRWiXl8PmXg0gfCeSjTtg7RA1e9apXRXfddVf02te+NnrmmWcK/8zjjz++ToWJNnH8HgmrcDDtIN3bZRtCKsXf+HkQiGJyvVJ15qpRkqIUHqsKRFDngK63e7vwpGxzwS2eMVjIlIH7jxNZJOY5L/Zrvkey6Kp7bky/fkhjjUrL94kLG83BBTlFdllcznPrnq1x+4xuaImRJ+XwdD4L3j3vLcXbt0Q7ZyYqkxT7SrrQDbdIeduerfE/9w9VvTpgzMUzlJ8/Fx0F54CmFTU45EbBVqXdW+YeF0VKFANxEFt1aNfEpmhLvkhJT8pKbr12q5O2+FjtrrgW+ok/+HT0zb/8gANPytE7OGobjG247ji4NvX4a+JQcZfn9z62eiooyidq8TaDczLKZnknTdezJoKCtouU+QT6dTkIBs+qiT2VrSelXPv84bzM2bWelApKSnhW2n7GUaYXs89f/dVfRTfeeGPsL/kTP/ET0fd+7/dGH/rQh6y+5jve8Y74l3Dp0qVoFIC6oW1PSjmFsfGk9NHuXTSBmIZKiMpBBjDdJMVExba8Gu1sMOm8q+3e51tccMv7tBK/W8V/RlIcXbZ7o+gDztW0B5o+N/L/TRO+UeAPfeJG8ezS4ulYDVVUZJAFmk+/yH//4lujF9+xp5kiZW6xhsI5fvkuhP1v3/LsDYvdUSFd6GIOUC92y5jYRLvXG+67Obr30K7o0FARpoMs9DHHTW0dc+hJmX6tNsYRFCkfOnmx9s9J+qeTIuVwTMd8tmfbWPWmyLOSEu3e54ft3nNs967kwK6Z6L2v+crozuu3O0gUVlsLHTl2Lnry3MLQl1z/2aOSsv2Wb6jUrgTYLnr9jun4eX7uDXNev0/Z8562+bbb7h1/ltXVaO3q4N9b8aRsaQ0tgop8uzf2pCbParon1vCkdPAcFB38qI594kmpoqQM6ZChS4Qz6lmAAiWYmJiI3vzmN8eek2V/7rHHHkv+++jRo8nfzfPWt741OnbsWPJr69bBSWjfWV5pX90kpzBGRcqkwDLeULv3qpEaZIOSUjNJUa5RVYEoxDYRE7DZwiRiGtDSupJyc73fjBRoXAawSOFMCqCqzC+vKD038o4Zt3vHY02YoTmqARnS6uJSAZsHKs37br828k3c9pJ7RmXxJumTPtuJ77mx7Lil36QLXU0lpXhSNrBJgVLuxc/aY/R3ZczN+1IO0r272e4tCd9n55drN1WXHCspwfmKhO9kU9SkkpLt3rW88PZrrRX3ZR59eXCw9Pjp+cJ2TFXoSdkusHdBuneInpTyPO9sIMyvsEjZwEGMejL0wI/SRcq0jpISh/ytelJmfFOz4Hk1avc2UlLaqxSL1Lqq+3GEHtZ6UjYQZNdnOn/VLl++HJ07dy75b3hM3nPPPYV/9hWveEX0R3/0R9HTTz8dFzze9a53Rd/+7d/e4KftiCdly0XKolAZVWSw8JLuXeKNYrJJzH9N3SJaojataveW1vfAFjfGSlaLVEtZcKsqVV17/YEivz/hdNI2POm0sIBk6DOXy9uVbXxdVQrlfWj3rgrIaKLduylQMM4/o022FI8q6UJ3RbvID9qer+uQhX7el9JlcE4bKoV9w7HhZIUdxDpPShfBOcP2yipfyiY28Fh/wBJExj+2ezdDVdpxFnilynopr3RSJWl5pJKyFXDIjMNrUWKHVqRsAoxhRUUr8W8OQUmJ9zHpahhvsN3bssXcZQJ9FmRJmByQmQR9uigAFql1VTsbZ4dCDXlHq4Pswl6nhUqnrtob3/jGODgHysaXvvSl0a233hondL/4xS+Onvvc58aelH/5l38Z/fZv/3byd173utfFhUlw8803R29729uiF7zgBfHfvfbaa+OvScIqHIjs20Sh5ePUMTnlKgmVMLleaZJZ3pNSr927amMrnpRdV1LK9bdp+W5zwS3PB9q9yzjlQUmJ1DoYsOsqKfTbvfWKKyGNNXVcV6OkbKLduykG7d5XnXv+EEUl5ZKpkjLs8V0W+lklJYLCUOSaHB7gdFJJKWNDTXiOFClnHbZ7VwWipBt4n+3eg6/99LBASyVlM+CeVh12Co+dupz8u6mNBg4VsPbi2N8OOPiEjbmsPbq+jjcBz1/Ruj+ExOSJrCelzMWG61l5x3SEGG17UsI6CwfbUPtu8KQ0eFZNxEku/JeLDn5URS0SHDVf0QWD5xeBZ6Pot+6CTun43/3udxf+/ic/+cnSv/Nrv/Zr6/779a9/ffyLFLeIYFJsy+PChSelFExcTugYXFDwKUodM00otVVSJgWiimvUm3Tv7LUytOW72KKSMm0LqWj3HhYSXSc4D1qGNIuUSXG7+lrJO2aieE78bwPfAO2tKUQk7d4Oi8ttgXshHpQY74CtQoBoKCkrfI2KSM36w7ZMkDA4WfiD5TX7DVa2eNKGoqZubBDEr8qlJ6WKktKnulQOgZ8+vxCHeqkG/pGokeCco8NWb5t2b6xJsV5CSBRpnt3Dg89jZ+dH1tNuoHJbDTIxOat+XLu6yS44x6Ddu+0iJcYFiCrydlLYD5g8q0ZKSgddA+h0u7yUV1KqBdnOKigp8fPwoMccXjlSMOht6qwnpY9276rwliXDASg/ICeDomIRTSndW65Fxxc36bUyK4aBCwuS1tb8Zmp8+D5VnZLKaaTzIuUszNcXvbxDtu3eA2uJTZ1u98Z9wylpH3y7iorpTfoejirGSsqOFJBTJeXyxs/uqEjZhqJm79xUUqhrKt17bnpSwZPSvwfWluEze/z8lbg7QQ41iF/wrqts4h87nSopT2navQg4VGjjUJdE67oznjy7MLLt3mUerCEkJmfVj7JmMp2LN2/eFO+7dfY4iSelRTeCK0sCAdcBHRJG6d6JGMUkOGezWyWl7BfrlJQKwTko2k6N4LvrirBXt6RRbCXrrpABrsgDsg4p2rk2jR8UKTcOnqa+WnLSlAbnaHpSSiG3KjhnuS/p3uXp6l1QUqq0e4vaAe3ZLtm1dTK6cGVF69otiJepYnBOnz0pkbCJDXhpcM7lpXih1ge1iRxOrStSJsWkbo8hISNtwLq2CTJfh35Kn3pSpj+f2Ao4C85pYROQWkEsqikpt7hUUpar42ST51NlJOsrHN7IZyL+UQ3OOZopUuY941RBcZ0K2fYQn2sktI+sknKsODQzhMTkrJLSxYFhWWt7qErKpFMrI4KwsVuT+eqKTniQi+teMKamoqEJpbVb1QEz7umWwNdoIcMrR4Ix4s2f0pt6UmKAxMmUS4rMdTFxYnAzuV6Jz+KymZJSrd3bfet7G8gEZONJmXp+tudJWRmcc3kx3uy5fvekZUjHl0o5OMfiPU3TvcOeglCg3LNtqlxJeWmpF6E565/TqxvTvVv0fuo7s9IytNhPJeV2T0rKtj0p92yrVllvCM5xYLsi3o+Sqt2WklLGfowV9KNsDrwvSp6Up+fjeQvo2r1kPSmppGwP6aoZZSUlDp9gQQZ1XmiJydmsAhdzMX7WLgXnyCE+CnRi+XQlsRgz8aQ0UVKuOlhHbLzuEHaoiIakC6bKqgc/D5WU5oS9uiWNkqgbAlFSmrZ7+1AO4pQnXyST62UyMaGIOjg5k+AcvXbktEC0otC22+2FpolXSZEqAGI3FxtFU4VaZbs3il0ewlekgJY3t1YqUioH51h4UgZepBTFVLkn5aKX+9YGRcX0xJOyA/epqyTm64ZKytDfodSTMqukdKM8EdpQ1OCz7946qRGcY/8Z56YVPClXVuNr4/qgNku2YDLHZO/GgPK4rpCBw3MoKe/Yuy3eRJukeyPY6tLSCpO9W0RCFGV8mZ4Me5z3QZlXYwiJydngnMWkC3GTnWq0Q8E5WUsCOQiRPbuZJ+WYUbq3bSgN7ln+4Ec1yHZGUUkZerdLyPDKkY2DXoseF/H3HwbVmBQpoeryoRws8qS09WvLfk2oTFDMUh3MVApESXBOx09xkiKlYUCLTDrwBPO5cast/lRMvpjkXSZ7b1hEaLR8yQJQOd17WT/dW1TIbfrp6ARkPHNxMVrJLWRwnbA4ce0jGkL7UtfUel1m1lZJGXiRUtRY2eCctMC6yTrQDrS1CYgPMEqsILJFSqhEXKR74mtsmxqv9KSEX5vv65FdU1BJ2RxF/ml5TlxYjJ+BQ9fMxnYvJuneFxdXInTYUknZHrKuEBHhSLZ7F6xJgOybQmj3xr552VHbsY7FWeJJ2XK7N5CW77RIaZ/ToEJst2Y51+HvQzCBg5msqAVri9pussSXn0pKX4S9uiUj6UkpL79JajAGCx9FuYFh+frPY7uBn8r8jPDrwqm1qrfdzIR6cE73272HnpQap4yF/kotqQIST8pcy4qANOWz80teil1Q+pi3e9ekew/fM2nx0EGuRegqMAnPwcfNpxjK6bGP4nIwnpSrw3YaFimDU1K6UCM2AcYJqB0kQMal16msVdoqUuIA4+TFK+s2OEWelFun3M09czMT1Z6UK/43RWLJA+hJ2Rx4zjF3Vj1v4kd58JqZYXCeQZFS0ZON+AP+5NntQNfFBrbhNMW+u5vD8KRM9s5j3v1mQxIV7R6ufWUtLIFGJs9qktOg2e5t+wxk2/azVhewqanbj0shs+qAmUpKO3jlyIaNQwiFAwxYRp6U3tq9N55g2ypZskpK3STFaQUlpa+k8/aUlBaelC36K9W1e6NACdWCjyKltHvrtHwpp3tbtHuH0KqiHZCRa+uU0+O+KCkrPSm5yPLGzES/072x0MfYizHY9QZLfva2lArXzW2J35cz8+WFIBRntzpo9c4WBes8Kamk7CdJYaSimCHJ3lBS4pASVi/54JE65EBBNciRuAcFkGyQYtfFBi7X/hKuMtWz4BwtT8oA1tD5Tq2ke8/gWTVRUg7mujHnYyrGP9WxD+E5VQfMcbp34Gu0kOGVI0ENegL8V64UpGnXgSCZ6cY8KW2VlKm8XzdJMfGkrDh1EpVm109gJbTD1pOybSVlWbu3TPC7fLZ7aygptdO9DRTPIR2I1LF3bugNlWvrTJWU/fek5CLLH2jhxfWtMl/vcrs3wII/q6RM5k7Lz54UKVtUUoKqlu/LSytOkr2FHdOTNe3eUFL6vR7Zdj56Uoblb3309Hz8z0O7Z+L5H0V0tG/rIAcKdZ5sxC/ZtcUWy2JMF0kLSOvXmLJvMmkrdkUSfpoJzrGxL8GY3bUiZb7d+4oTT0oNJSWsTSyfgaL9GURDqmMfvKbrlJSjaNXgivBXt6Qx0kGvfZ+4aSslpfuFVbag6CpUAosOKcRqKyklXKhSSTnwwmrDh9ElJpNXFqgIdCadptu9JdRGWrN9tGOc0Wj5EmVktqWv7KQfi0iT9zRtj9nUHSXl+UHKZr643Jd076K2l2SMY5HSKziNRzFLh8SsvwP3BmNv1pPS1XMlxUlbNYVtkbIq4fvSlZXEd9RVuzeKTmUpz/GmyPP1oJIyLI++vJISXYr7d86kwXmaLd9UUoaBFIFw37u+jrcqBG7wpJR270CUlI6C4HTavZdW2vekRLp31k5qwUIYI8VGaRlXIfa1d3TQuUFJqWjRgnpDmZISPvbY9/GQ3xxeObJx0BsPxZNSTzkHbz9MZj6UlEUTiL0n5aDwGScpLuop/VAgitU3NeneXVdRqi7Mq8AzATVBWwvuIoVasZJy0ktxAH5wOunestCQNtQqoLbU9dLLthR3QkmZtHuvv4ZyeuzjvrXqSVkUnGPpHUhU3iO9Yv9yQPN1HVjwr1dSunn/5WdvS1GDdm9QlfCNud2l1YgUBbPt867VJXVklSH0pGwOGYer1kJHT81H189Nx/dIlHgyV6mSpNsyOKdVxO+6D+t4l2t/2Ru26kmZWde7sMUZBOesdkpUJGtf8Wu3CWtN2701PSkt57r8MwZRy0UdJeXkWKlVj9QM2iymd53wV7ekMUKQjwvwGtFN99Yprph8HhRBswm/btK9V6NLS2ZJinUbW1wPH6rSpjHxKskim7nWPSlLPv8ZjwEs8IPDQiIf+lIFFhpYgKmk0eJdM1FSSiFsYrwbwTlFaim5bz4UsG0g96LIk7ILhbAuMzs5Hges6JCEGgUwX9eBBT8W/uKNl7z/tkXKsUCUlCXt3pjf8T5BKesKKQqeKylSojvDuyclg3NaTxQuAu8XlJQIzVnXjqmZ8E0lZRjI/WORslhJGUK6t6vgnCmD4BwopiFYaQvsQXFAKCKINN17zGivoptwHh/IWc79U2PrnzEUHNH0pjr2zcCTsmTtdiUAW4KuwytHgixSmrR7i6LLjyflxkKZra8eBnIMYon/j+aCEAXIqkJurKTsgdm2yQlblgvDBXfbnpSl7d5DlYOvYhdavnTTvVWfG7SE6x4mhDbWqLxnKHDnfedO9azdu0jxm54Eh3+fup7wrauk7FIBGQt+DH+iOHDRHreu3bulTUCqsr5S2uoNtrosUk4P5omy8Bxs3Hxv3rNFk7nh5yHtd5VgTsI7dvCa2XUHn7rt3vSkDANRqvVhHW9n9VRstdXmukTWS9ngHJsgOLzbONBCZ50KWKfhM9QlUPsE3xtjjOwvkhyESVMLNL0sChchcfl2b11RC5SU8OUvum8h2BJ0nfBXt6QxQpCPrytSLq9qpRLaJIuZFCmXHSkpLyyYnVpP1ykpPSWdN40M8Kbt3tK61J6Sslr9cGo4wftqG44TPnXSvZfVnxuTNtWueVJKMWKjknIxfvexSOkDRf5PcqrdhUJYl5k1UVJ2KHxKDohkA5AG57hJ924rVAJFHKgk8lYQghjquwzOgSclOL+wsfCE9VLcAtdkujeVlI0h70tZV4kke9+0e72SEnOVDhK009bBLonWHYCOavBGebu3FH/am/vke2Mt6yLELtnnKKopl1avBtFFgTFGDkFsgnOkY1FHSYnrbrs2zRabsypy1bEPIgaUKYqKq/KztHWI2gd45ci6QQ+EMPBJoVGnxTdt9x5vZLJMfEgMrxcmJRy+nJ1fMjq1rlOb4nr0oU1k0rLdO5l0WjL4r233vrQUoWNjh6eUVBQ/oa6QBYRKurdqoR/vmlG7d4c8KaXlG2qp7KEJWuh2z062epLtX0k5bClmkdIrUuzXOZRLC/3h3xs5IJKx2F1wzlirmwC8+zjAyIdqCRcXB0XZrZPuPSmLlJSxEueqf+VGdn6YY3BOYxSFPBQle+eVlDp2LyFY5JABWF+A6REtcpQ975g/4LWuYknki+ye0FawUhUSVAYsU0IQFMH39tSlxXjtYhOckwp31H5+Vwdy+b29rqgF6d6gKOFbCpdtHaL2gdEc+UghrnyiXCAnMaqFFSCKLh/qwaKEaduNlvhUPHNx0VhJWd3uvdITJaVtkTIUJWV5ujcKib68ZZKWL8WWb53ApTo1bx/avSXhGz+nKEwATo/70uq9LjgnW6R0oBAg9cCzEHYQOmMcgu5wz7qQ+ioHRLIBcPX+y9zbpqImPsAo8aT0oaSUw6yiImXq1eb3esj1Rht7V8bwPiDj8FKNkvLQsEgp3RmmnpQubQqIPnL/RlZJWfK8u2jzdfbZskpKy+Cc+OupFimH7d5ts2t2Kr4fWB8vLK1ZdTMOLNDU9hNYL7k4kMsXwmW/qCpqkdyHogBRKint4ZUjCcnGIQDVjBRJdPzumm73lkHNdKKQwVWKlLpJilXJyvDHgN9lH7xsZIDXSb7LIu30rXtSVqR7+0yITszzFVu+r2i2e+MdVfXR6WJwTlFABk5xpbjcF9LgnAK1eEfuU1eR902n4I/5pyvF41RJuewlOKfNTTzGBvgeFynKLw2VlE0F56RebWPeFaQohFJF2SyTw/u6XKOkvHHXTLIBx7un2+6NwwTYmLSpVCNpu3cfOqKsWqoL2r3RGtwmRcE5UxbBOXUq6VCLlOKlj31Mk0pKV57c+UJ4ul9U96QsU1KG4J3adXjlSJielEPjXZ1WUq9KyqRQlvGktBwkZeCCVN5ESYmfE4XIogJROll0/yRc16slPCXlRoVaFqgcfCR7Z9sx4u+j2PI1CM4Z92bL0ElPyrn1ARm4Rnj3pADcB1JlwNWC4JzR3CQ1hRSxdHwpl1ZWO1PkTz0pV5wG54SgpLwuNzZkuTTcuGxzGpwz9KQc2sS05dWGjSj9KMOyjjl66nJcNM8eTu/eOqUfnHNlpTV7HLKxAISAwlGkLDQT602ErLRJ1stw0UFwTllBttKTMoD5X9bApy4v2ntSDnMaVHBVAJRruJxXUmqke4MiwZDt9SBR1P0KBumlJ6V4OOgoKZN0bw8DQrqBTz+P7UZLBq5ESantSTmeXKO8UsNnwba1hYqGoXIWaTFsz5NyY/FHwILk/MKy12KXnMartHyJr8yMarv38M/h3dNR7XbOk1JSfIdKStn0SQG4DyS2BAzO6YaSEqbxHXl/tueVlI7WGv/irn3x/NBmW2p2bLhp96DNNp/u7VJJOaeipGygvew7v+rGaM+2wc9OmqGqJRRz99HTl6Nn79u+7vcxR4nCUpWLC8v0owwAKJX/zVfsj150x55oFCnzo18MQEmZFR9cHeq9bOYzs3bvTUG0e4u3PkRFsGg3LRwO2r3Vfn7ZN++09PLPe4HigEZHNJQoKQvWblRS2sNZiATpEycFjyuhtHsPJ8RsoczWr00GrmeGSkrddmTZ2BYVKeW69aFIqWsoXeav1JqScry83VtCk64JpN0bCwRkd+i0e0tx5ZqOjjU6SkpJ+EarN+i7J+WiI8UbqWZ2qFy+XGLfUQQKfV25L6kn5VBJ6ajd+5vu3Bv/CsIKokBJKcpYl56UUDVj3C30pByuT5ow6v/hlz7L+/cg5YnCec7OL8drHfGjFGBJ8sknzsUdN6r+tXhPD10zaBkn7QFbhf96/93RqFIVnNN24Qf3Bp8Pc9na1atx+KWNPUJakFXb82KdFoJnbLK/gJJyZTWee0zDJHWUlDiQAYdyB4OugnNURUOJkrKgC0Z+FnYimdONFS4Z2eAcMeLVSvd2mKRZ6Ulp2+69IThHU0kpRcqCExxR5PTBkxILaxQqVSevsqTK9jwpy9u9E0Xe1gbavRWUlIkaWfG5kbZwHcVzV4Nzsi2dvVZS5jwpEejkK9SJDJgZJkTOF/gaVSopO1KklLlNNgCu2r1DoKrdW4K2XG8m0fJdpKSUNFEa9feTKrWVbNoP7l5fXMTaYnXtatyxoQreUyopSajPewhKSjA1tjkJznHtjaiW7t3+OL97qKQ8NVRS2uw5UczDHhuq8DrSkLAZx8E57pSUogr1HWTXZ3jlSIJsTictfDVcMR1cuvfGU67UV8+u3Vs8KXU3MmmrbVGRcqU3SkqZSGyUlLhHbfmCTGwub/dOFXkNtHsr+FLpGl+btKmuL/C3P9aogGIkis1Pn19s7L41TbpYu9rJluIuM2ugpOxScI4cEMkGID0Q7cb7r2MFUaikdFyknJuZLPSkTNJEqdzoJal1zFptsveGYAvF8ByscTHu05OStI2MYxvavQNQUkqXFD4L3kfbgqGRJ2UA8/+u4fhy5vJSvF+3sVtDMQ/1SZX8AbGwOJgb72xtjkTUonpIU5nuTSWlNe0/4SQYZHMawulMohIMpd3bh5Jy+PegcDNJUkwLRCvl1yKA00YX6KS+FakCdP0+m2r3bkKRh2cL109lkyLPjX67t3pxpYuelFDzwn8tbfeW+zbVeyUlVVn+MXmPuqSklHZn2QDYHvCFxLXbpmIfrqJ2bx+elFVKStkUUbnRT6rUVkdPyaZ9ZkO7N1ANz2nbHoeQWiVlIEVKvI9xureDz5MUZHXSvQM45E+DORfj/brN3FNWlC4ChzLY28ghjEslJfbNqnuT2amKdG85NOR8bAyvHAmyBVOKawvBKCk3Dp62LWvyNXFyZHJqPaPU7t2PhaZNkRKTjm5yemPt3pf9t3vDHwYLCZVNiu5zs8VA8RzaWKPKddunNrZ790hJmTyn2eCcldVeFJK6k+692kslJd5zzOmJkrJH7d742ZCgXJjuveSp3XtmIm7fRRtvUXsZlRuj1+4tSsq8skgnOC8EexxC6oryWG+GkJiM9xFzmQtVY+JJuawTnNP+/In7gPkN4wv261bt3hPq1wCHMhjrTP0vy54xXVFLlZJS7Fea8IjuK+0/4SQYQiocyGClFZyz7C/d24eSMnviZHJqLYWkwnbvHgXnAPjPwIfGBCy6JV22zXZvUQ9mkTAb396G2KigHcN1od+03TuksUYnPAfWDPjs6X3rj5JyskhJiUJYDwpJodN3JSXAwj/xpFzplpJapeX7xPliJSXWI649XVGkxOGmpKVvbC/rx3Ul65H3vejAE+2PUPXmC+K7M0onFXQ92QhpsiiPjqSVtatBjHESnOPEk7IiFCvkIqWotXFwjwwJm4KcqugB89xT5xeiQzn/XRdt9rqiFiop/cIrRxISdUNISkqN4ofPsJiiyTIttJgmmaWf0+TUOpvunedKj4JzkrYKxck7NCUlWoWxSa0MzvFc7ILiDwW2OkPqpNDvuUjZxXZPhOfg8p28uBifGuNn78v7td7vLOdJGcBmoO8YKSkDMc5XBWOwFED6FJwjYwPGBSQoZ7m0uOI02VuYmx4UnvIJ33KIGoLKiDTb7g0lZVGIhHjGKSspNdNtCWkyzV7+PQS1+EQSnLNqPRfrBOdgnoHoIZT1M/YXsJOCkMQuOGejGKiIJ84sxGtxWz/KonUvRC06oqFqT0p5VsO4T12EV44kJOqGAHwuTD0pUQzyMXCn7d6Z4BwZgMbMBuXswGWkpKwo5CbBOT3ZrOAkSrUNIgva4ZCw2ra/EgrZZe3e45s3ed8Q4KQTE2ZRAp2NknJ6YpjuraukDGisMQnIQHG5T63eWe/UDZ6UAWwG+o6RkrJjKleo2aWVVCwFMPb1gb1zU7G651TO9xfBOa5bvUVJCfK+lNJtwE1RP0laQnNrifPzy9HZ+eXCTbscgOp7UlJJSdpF9nLZfVdIicmJktLBXCxqO5Ui5fJaWMFzGGPQqYUOPpsDsqKA2iKOnhpYW9zkoEiZFyBh/NMRDc1UpnuLRzTX0Ka0/5aTYAipBTNN91YvTKGgiaKcrUeFqleGdXBOZuAy8aScrtjYpu3eo+1JCSVLCP5KaPkubPe+vBgXEH08s1ngmQbO1GxUdAOXRq3dGyAgY3Df+tPqXeadineuS4WwrjKbpHuvKh++4FeX7k1WSYlnDBtQ3+Ne0wcYJ86vL1Li5/VSpByuF87lEr4T5UYAG3jSnCflY2ck2XujknLnzEQc7KSa7p16UvZj7Ui6C7qQsC7JPu8hJSZPjQ08KXHobt3unSgpVzsXPAm7KnwmrEns0r3V9v1HE/9d+3bvtM1+Nb6XqCPoiFpwD/A15od7zSxUUtrDK0cSZHMagrohLVLqtXv7ar8skqHLabZtujcwUfolBaKCa5QmnffjFceCRGXyLltwt66kxIlrgZISp48+Q3ME8bzMK33yiHJZt917QTvdu5vt3uD4+SvxfROvr157UkJJ2aF71FVmhr5GRQvdIuQedene4CAO48sgaKBfxe90bFhY9/uXl1YSzyofSkqE5xRvitrfwJNmxmjxowRFSsrxsc1xUZtKStLVZ37dvisgnz/MYfhsLkLsEpW0ipJy+Gek+6Vtsl1F0w0oKR8bjneHdrtVUsrYpysaQso45vo8IRXUu0oYTzgJgpDUDVsqkqvbKFIWnWDj31HPNTXFz7YrWHlSjkC6tywGdDGddFyD02AYfufBxmF3A23DUGuqKCnTdm+9dG8dWwYgBdtQToJ11FIPn7wYnxr3rd0b4/5AtUBPyqbBvIvDQVUlpYyFXbo3clCEMXngp9n+OsOHylqA/y+Cc7ZOTTTmSZm2l3XnuSD2SkppfzxU0v6Ig1BtT0oqKUkASEt1iInJXoJzVIqUgR3yZ4UWdp6UYqtWr6TEHLdn25TDg5+rxqIW7JeKusmSgnqH1mmhwStHEmAcG8qmJ/Fb1PKkHCRp+qDIkzIu6lpcr+zpismpdWW6txSbeuKFIe3edcEveST9tG0l5XhBuzc2lGhHlwJiE+3edS1fzad7b+pcIeKzT12I/9m3dm8pGq9r9+6Z4i3kAjHeJVVPStnIdKnILwdx2AiElEzq1K82U6TEfAWfSh9zT+JJWRKcQ+VGP0lCHvJFymH7440l7Y/opNBN9277YJeQIoFCSErK+FA3Ds6xV1IWhQTVH/KHsX6WTi1g5UmZ2KrVKylxIONCUJUNLErGPs39OLol4D+dB/UCfH3YFhAz2n/LSTBAQh7KoIfFGBSKWkVKeFI22O5tOzFlJ1mT4BQpQBame2u27YaOzgSe5YLhpONjoZVv0ULLcBPJ3kAKoadqPSlXND0pbYNzujMFYfE1Nz0Rff7pi/F/N6GAbbNIiQOBQXBOd+5R1xO+VdO9u5iOvU5J2bPi93XDA4ynM56U4ofss9373MJScXBOABt44p5kQ51bS2DTjjke81MRUP0jZKmomyNUixxCUqun9T7Zg99vf4ybHB+LU6adBOcMD5bUlJSBeVJm1sI2Kn4VJSWuz7Gz8078KAEKiOhiwfc0VZGXKim5fraGV48khKZuQKFE15PSV1BMkV/IQOJvL203V1JWp3vj8KYvA6TOBB6ikrIo3Vs8oppoG5bvIYXRMlKbALXnGgsSHGaaKilDaVdRZd/clmQM6Fu7d75I2cVCWJfRUVKKJ1WX7o0os7ARiIMGOvbuV7Ftajy+f9l2b1FW+Gj33jFs90aqcxYJHKCScnSCRMBjpy9XbtpxEIpiChLAVQ52sWn31ZVEiHZLdWbtHFJicnYOc9XureRJGZhdUlZoYeVJWRBQm+fJcwvR2tVyawubZ0z2i9qelCVKSjyr2YBcok8YTzgJgtCKlJiEdBRa+LO+lINYtKHolw1vGZglmytP13tS6hfRUIAcFIgK0r1xLTwlnbeBzgRemFTZuiflxnZvCbHJtkr4XkTUtXyJKldVkYznC89ZUXhT3zwpswEZfW33xngG2w8gG+E+FZN6p6Ts0L2ROQ4bgb4pKTEOwg4i2+4trWNbPSgpsXbA9YM6rtiovz/XlqwH77yM0fI+oUOiatMunRQqCd84RMChbl/WjqQHz3uwSspMkdI2OGdMfY+TrM0CuAYbgnMs9uDiMyq+o9XJ3o6LlCur0YUFCQ0zU1Lm7ciopLSHV48E6UkpydRVg1V+0Ib/k692byzYoE7YqKQ0v17ZSc1ESRn7mKFAVFDIHRRs+9OuU9Rur5dU2bInZc7rLxti00S6NxYOeDfqzPPlUEDHlBxf94qBktImdKpt77mmistNg/Z7UemFthDuOyaelF26N4knZRKc053Prjo2nDhfpKR0P/dg7kdi87n5XLt3QBt44m+Mzh6WS9JtlZJSrEnqgvNkzdT2oS4hZcE5ISUmZ0UqEy0E54Riz7ZzxrUnZfk1eCwJCXPT7p0VkaTt3vrp3qg/5G048HPQesUOXj2SU1KGMeiBaQ0lpfw5ny0qGGyyg6etGmRQ+NxslaSIQmRZurevgm0bqBoq5zGddHwsZvJKSlE1NNU2jO8jLeZliAJXx+gZi5L5ZbXiioBr0cUihXjPZcOI+gTbvdtjdnJcP927Q++QHBSlwTnhrDVcFSkvLq4kxcnUk9LPARl8KfNKyri9LO6w6Ne1JeXKMilS3rS7XFkkB6GnFBK+8X62fahLyPrQzNUNlhY23odBKik1fPdD86TEZ5c9rFW7dyJGqVJSDg9lKsY70zE1FbXo7RdnhnP8fK4TBiKrEFLou0wYTzgJgjA9KdWUc1Ik8RkUM2izcaekzJ46mZ5cD9Q3q42GCLXB5NiYUXCOaVqb79TkdZ6UDSny0PJd1+6Fgrfuc1P2DFaBa9GlAkuRknLnbP/UJtnnNEnR5CKrEVDMwpySHycqPV07VECWOa6PwTnrwnOGLd9SpPRV8IEvZd6Tku1lo+fRp9L+KO3eZxQSvtE+3vZ6iZBOKCkzY63tuFtkKdYVT8rsob1NkVL2w1X7fox3uO77MmtxW6aGz1giatEMsoWSElzOdcJQSWkPrx7JpXuH80jAcFY13VvUhD4Lc7GSMutJaZnunZ3YTDcyZeFCPv0520ClDaAImXS2BtjuLa3XTbR7x99ndjIOzsn7puSL/brPTZmat4q43bODm+m9c1PJ+xrCItmn4pdKymaRFGiVgn8X270TJWUcnBPWWsPlAYa0fPtWUs4NlZTZ8RxFyhACJYg/8M4jeCobmlPX/ijt3nV2L2trV2M1MJWUJBTiAlJm7ZwcngZQ/BHxhIu5GOp3fA0lT8oAPamlI2yLZyUllOM37prR6vZSD84xVFIOrdXynuL4OXhoaAevHlnvSRnQoKfT7i0bO1/p3iD2pMwUyVwoTzHR2iQpoqBUtKmFt1mflJQ2npTwBGvb+3BQ/MkrKRfjn0tO4ZpYRAx8V8pbs+PituazWOaLWkVX2z0lOKePfpQA45ksgKUQxkVWM8jcpeJLKfemS4U+WfhjTF4ObK3hcmwQJaVPT0oAT8rVtatJMTRNE+3XdSXVHT1of5ybnoh2ZHzhyoLzELBTBZRAqHlTSUmCKsqvXo0L6EByCkJoo50Yz3hSOpjP8lYOZYhvePb7t42otZElYYoc/Jft81ZW16Inzsw7TfZO1r1QUi4sx2pW3T2ZHDDnlZRQhPLQ0A6uZsj6wkFAg15cpFzemJhVhCguvXpS5k65nLR7j49ZJSmWhS3gevi8Fk2TTl6anpQLaF1qXxUgxszZZxmqBhS7mvIPE8VmVcK3abu3rpKyq56UopZqSv3aart3B30Pu0zSMqSQ8N1FlSt+PmwAzi/0L90bIN17Xbt3ku7tz5MSnMu0fA/avfsz75P69lcoKetCJFDExEHtmRq7F1MlESG+kPWHzHlhKSkznpQO5rPJ8THF4JywPCmza2Kbopz4jBZ1B4Knzl2JA2pchubklZQY+3T3ZLMFnpTY61FJaQ+vHgnWk1JaTs7mfJeqlZRjjS0OMajZDkA37JyODlkYAMcFotyAjvuISaxP6d46yXdZZNJpG7R7A0ywWU/KJotdov6ravmaR3Fb8x3aMjkWvws45ey7JyVOi6/dNhXdeu3WqI8UpXuHsBkYBRLzdQ0lZZfeISz8MRafHY4/Ia01fLR7o23Wp9WIKOdQ9BWwKQohUIL4A++8HCBhrDhxYbHSjxKgNRIJvHXBeaaebIT4Iq+uk3+GUPzJfgYXc/HWqbHo7PxSJz0pb9uzNb4GWB/7UlIm/rsOQ3OyClaMfyZWF7PS7p1Zu2Gvh+0eDw3t4ExEgi1SPvv67VH0D1H0qSfPRy+8/drKP7swHBx8+jBmU+bQehC3rFlOlP/Hd9yTtDGYgEIkPkf23iUF214pKc3avTHpuG4NMEFam7P3CSE2t123tXHPmKqNyiAVXm9akOcMxfJtiuPHUmBjjU6h5cM/+LW9slIo86SUsa5LhbBRU1KGsFHTAcUPOSTp4vtfBXz/oBTNt3v7TPfOKynRXrZnWz/HJpJtf11bl+ytoizC81nnSUklJQldoCAquxDaaNelezuYi7Hn/fCnn44tPKoU+CF6Un73Vx+MvunOvdGebVus9kkQMZZlD6j479oIkDD+mVhdyH4ge8Asz2nX1mihwatHEmlyaD5Rdx/YEf/zyBPnav+sFOb8tnuPJUUymSRsN1oYEKu8hHQKRPnBsVfBOQqGykXAf9E0Od0l8l5JAQiTGTaU4uPSBOJLVZbwDX8zTNS6z41M0Dot36FZS+imGPr0vg3BkxLzQRfDWUbNk7Jr92bb1ER0amg30bXPrqKWh4rk6XxwzqS/dG9wbiEtPC3Ck7Jn15WUd/TIpr1OSQmw1qiyehF7HBCCRQ4h64qUORuaEMa57P7Pxd757v07Yk/YTx073zklJT7LvrlpaxEALNDK9nnw3wWuhSdy8GOspBwWlLMHzPKchlBM7zLhPOGkVVKPi3AKB8/etz0OlVEpUkqRzm9wTtpmI5NE20Xd6YICUROt720kveu2e6NYiz8fQlKlLCbkuRE1IwpeTSEF0TIlpRRHdBW4YiugE56DdNKQFlhkgNwTtKp00fewy6Tm6+rp3l17h6CkFLUWVLt9Ay3fiSfl4sDf11doW5knJTdF/SYbbpZs2nfXK4tgLYND26o1FJWUJHQlpRSwQmijda2kTIQ5x86pBef0cA6FvRAEHEXgUAY/876h/7MrsI/HmjfOMJh2o6QMqZjeZXj1SLAnM1hsf9m+7fGAXReeI0U6n+pBTEJQm8F7LxQli/y82QJRUmzqUZFSisE67d6y4A4hqXI80+4NRE3UpJJSCqJnSlq+kvApQyWlVpGyo+3efSdbTO+i72EvlJSZtOYyulpAzhY/uvbZVRO+n7m4GK8RLl1Z9haaI2EoWU/KgVG/vU82CRtZh+KXjpJSPKnL5v91npQBHOwSUtRFlQTnjPcvOOeuG+Ziy5A6YU4iKgrgGvi0VcuDQ5kDO2cSj39XyL2D85orJWXS7k2PaCt49cj6ImVgg97hAzuiU5eWomNnFyr/XBPqQTm5wwYxlE2iqN6yJzhSsO2TokIG+jKvkiIuDhfcISgpZTGzMlxcyEZBNg5NIAVRKZC6KvQn7d7L9cUVIU73ZfErOCaHLfhQuqbBOf0ZR/qipBQlRdfeoeyBUR8PKZDwjY0O1izYsPgsUqZKysFcQuXGaDCVOUg6emo+fsZU1hFpcN5i/cFuABY5hJQpKTHvIQwqKCWlg/kMxa7b9myrLVKG6Enpw1YtCw5lHj89Hx107EeZv46uPCllr4r2dWJO/55wYkSog56q/L2RImWmUBaKyqi63bv94lybnpRobQplwS0b8qUW272xoELBtrzdWwKX9J4bKYYvLOmle/exVaXrZJ/TxUDGuFFhNJSU470uUkJJCdDyHYcfeDwgEy9rafemB9ZoIO887jeUlGj1hpebSrt3XXCeeFKGcLBLSHb9kRYpw1GLu273FmHOU+evRCeHtiFd6Xx0xZa43XvjPu/4+YV43aOiGtcle+9MVOSzSbp31pOSSkoX8OqRYD0pweEDc/E/606WknRvjwv0bMvxcihKygI/wF56UoqKVavdO5wF94Z278vNt3tLUbSs3cv0uSk6RVQZb/q4wOplu3cgG4K+M1uw0C0jlEMyXbIHRn18ruBJCRCeU5fQ6iINHp7d54aFJYTmgFA28MTvGI31DYoZqpv2a7bWKykvBGSRQ0h2PMume4dS+MnOv67WsyLMebBiz5sWKcPar/tUUj6WhOa4V1Jm752RJ+WwCyZ7wCy+miF4p3aZMN50Rd70pjdFhw4dik8NH3zwwfj3rly5En3bt31bdPvtt0d333139A3f8A3Rww8/XPj3jx49Go2NjUWHDx9Ofj3yyCMN/xRhkhrxhvVI3Lx7a7zQP/JEddqZqZ+eDjIxYrIMRWWUttqOSrq3epHywkI4C+6k+LMybPceqhlk49AUaPkq26TYt3urqVzFTys0awmSK1IOF8IsejRDstBVKPYn80/H7k1WpdD23Omr3RucGCopxavKB1gHo+V7Q7s3lZS9Rt75h09e0tq0J+3eVUrK4cGuTwUwIUbK4Uy6dyiFHx9KyrtFmFPRPSiioq7N/7oBtVmOiv/ubr9KShNRC9YyODAsUlJCGUrM6dTVu//++6MHHnggOnjw4Lrff8Mb3hB94QtfiI4cORJ967d+a/S6172u9Gts27YtLnDKr1tuuaWBTx4+ocrH4Tvy3P1z0aeePB+b0ZfRRIuzTIwYfEJRGaWttn1XUpoE54SjpJQN+fLasN078aRsrt1blJtQUq7BOC2HaeCSbrp3okIObKwhaeIy7hE97ppldnKj+XoZoSj57TwpN/W23RsbKhzEbPNYpJTwnLTde7gp6tgzQfSQd/6hE4MipbqSctjuXRGcA09KzP+h7QPI6JLsu4bKNPwzGCVlZqx1tU66/bptcWGrSpjT1U4K1T1tUbu3KClv8t7uPWF0YIhxszjduz/78Dbo1BN+3333Rfv371/3e1u2bIn+xb/4F4kny1d/9VfHikmiR8geV5C/Q6X10PDkuAgU6fDZxzyaKWcLZaEUKYuSlecbaH1vmmyBWJUkqTIAT8qk3Xv43CC8BveuabUrNiqoT0qLYKEaecJvunefW1V640m5gqTg1SDGuFEBGxMsY1SUlKHMP7pkD4wme7h4FyXlI88MVB8+lZTiSyljedJe1qN5n2xEChMPnbwY//OQ4qZdrGVOlwTniSdlCIe6hGwIzhmuG6+srAZT+HGd7i1rsDuvn4uVlEVigpBFRV6VlKcux/v7G3ZOe/mewjbDzjvM9YXp3h1bo4VG767eO9/5zlhNWcbly5eje++9N3re854X/fRP/3S0uqpe9OgzoXpSgrv3D8NzKjw6UCDxrRzMFinT6xVKkXJjunef2r2zZvGqJEmVASy60zbaNN276VZvsHtr+UbF9LmRombR6WcRobw7ZCPSgk9PyubBQevs5LiaJ2VHC/3ZDUDXPrsKsKaBevKR4YGq77bZHdMT0fn55ejq1fRQgZuifiPj8RdP6LV7Yx2Ed67Mk1q6T0KwxyGkNDhneS2YFtrsGtblehbCHOxfHh22OJcWKXs41kMli3uNOS2vpNy/c9rLviG7Ftk+bTZnlykpGWRnR6+e8J/92Z+N/Sh/7ud+rvD/79u3L3ryySejj3/849Gf//mfRx/72MeiX/qlXyr8s+94xzti1ab8unSpXMXXB0I+mbnnxnoj4fnl1WjG82CQTZheGha3297AF6Z7L/cv3dukSClJlSEsuje0e19aarzVe52aomCjYmqZMK0ZnBPyWDPqFAbn8D41RrzQVUn37ui9yW4A2p47fXHd3JboyXML8b/7DM4BczMTccEaKnhph6SSst/IOw9PShwQXrttSvkQBGuOU5WelCtUUpIwlZRJujeUlGHMHdnP4XI+k/CcMmFOyKIiW7YkXXPpXg+K0sfOXPaS7J1fR7lSUtIuyQ29uXpvf/vbo9///d+PPvzhD0czM8Uni1NTU9GePXvif9+1a1f0mte8Ji5UFvHWt741OnbsWPJr69atUZ8JNThHfJ6QmllVpES69xbvSsp08FwKZABK0r0zKraFHnpSQuaPCVk2YjpKStNJxyUT42m7N04IEV4jRvZNkvhSFWxUpN3bPN1bTUlJhV74npQofPA+NQ8WughcqQNFZCysxeamK2TH4q4VWHUTvpsoUu6YHswh8KXkpmg0kPEY48TBa2a0xgAcUlale8dKygDscQjZKFBYTWwtgmn3zhYpHc5n99QUKZNOis39G+vFbzS71zt5cTG+7z6SvfPWM6aHNBuUlNLuHYjqt6v04upB9fj+978/+shHPhLt2DF4uYs4efJktLw8NBlfXIyLmvfcc0+Dn7QDnpSBbhyQePbFExdL1VoosHhv984MnsGle2cKRH1s9wZYmOh6UiJxLYTWkPHhYgInoBcXV+J/ttLunSgpN25UEi9T3SLlxPiGZ7AKelKGS9aWIE337tc4EjKDhW79e4T5p4vF46z1RogHoi7Dc5rxpJxIipT0wBoNsu+9qh+lgDXHmRIlJQ6lUAgI4VCXEEHGM2kBxh4ghDW9r3RvgLZmHCg8eKw4PAdiB+xtECzbN4ryB5Jkb19KSst0bzCbs+phcI4bwnjTFXnjG98Yt15D2fjSl740uvXWW+N//4//8T9G586di1784hdHhw8fjr7qq74q+Ts/9VM/Fb3rXe+K/x3J4ChK3n333bEn5d69e6Mf//Efb/EnCodEPj5UfIUG5O/wEP70kxcK/z8KJFIs8e6NshqOJ2VhurdhAEroYCIRdZcKaF2CKiAEtZE8Jytra4mKUVSNTbIr8aQsUFIurRk9N2m7Nz0pe1OkXFlLTrJZTG6O2clx5eCcLt6XdUrKnhbT9s5NNaeklCLlwhI9sEaE7Lx5cLeesmj31ql4I110oAgVZSge3oQUtXuvrF2N94GhFH6y76JLwQr2LHfvn4s+99SFQmEGDvr7un4WMZAEwUloDvClpJS1FArips/WzNR4/IyKCEOUlKEU1LtKp2ajd7/73YW/nzdYzYJwHOHlL395/It0zyfucCY85ytv2rXh/6NAMt2YknI1KbS0vdFKWm3XtXuvxINuqPfSdepbF5IqJ4fFf0xiElrTSrv30AezSEm5sDwojugqkvEO4FRXP927X89n74Jz0FI83r2W4i4zMzW2zteoDLk3XQOfGYt2bED6+v432e49N2zNRXgOg3NGAxslZepJvRjtn5wJ1h6HkA1KylUofcMa47DuxfIIJQjX8zGEOf/vF56JPnf8YnR42P4tYP/ZxUNKcyXlvFclpTxPNlYXsxmxxtz05ugKlZROCONNJ60TeuHgrv1z8WTw4LFzhUXqRtq913lShhGcg/uFyQqFyXUF2x6qKXSLlFh0hxCak2/3ltCaNtq9d85AWVqspJQio0mxH8+barp36NYSo0zek3KK96hRZifH47lsFXKRCnBv2p57TJEiiBzc9Lnd23u698zQk3IB7d7cFI0C2XnTpN0bFCV8wx4HhHKwSwiYHBtL5rzQ1OI4wMX7CM98/HJJVXhOVw8p9QJq073eY6cvx/uWA7umvXxPuZY2Y1+SDzHci9OT0g28eqQTaaHY2Nx67dbCARuLc5xk+S7MZROmk0JLABMFfu6sig3/3qdkbwGbLykOq4BFdygL7mxqctLu3UK69/jY5mjH9ERpujcWWiZjAAqbyuneSUhXP4sUvfGk7HAhrKskHsM1BX8Jzuki0k4qm8++sXcuq6T0+zNiLE+Dc9heNgpkVWSHdNu9pZOi4JBSlJQMziEhkXSwZYqUoSgpAdZIPubiuzPdg6PU7i0F6KzoAUrK6+emvR3AyVrERtQyO5zrpROGnpRu6OdTTrTpgk8cTpaOnV2ITg3bZW0DP2wMnEMq6qIgmS1Sxv6cPQvNkcWAqpJybe1qnH4ZipJSVENYXJwZtlpL61XTwAtTWs43+rqOGbX3qgZ+rPe/bf/dIeXF9MVVpGjyHjWJBK3M1yR8DwrIY51WUobqf+223XuiOU9KKilHAjk4wth83bb0WdNr9y5QUi7Qk5KEh+yxsPZP2r0DOojBe+jjMBfv6o27Zgq7B/tcpMwrKdEpCSWl7oFM20rK0KwJugqvHulM4m6Z/F1UJ821e69GS4F4UsrPnT11wvXoW7K3brv35aWVWF0bipIy2+59aqhigIl9G8ALs1hJuWL83EwP21T7YC0xyqwrUi6vBjG+jRIyh2VTIkuLlAHP1VWIUquv7z8OgaT1T9QVvtgxPZl4Ul5ZCW8DT9wj783Ba2a0032l3bvokDJRUgZysEtIPjhHDmK2BHQQM7Dc2uxtz/ulZy5H54cHCMLySp89KaVIOZjPnrm0GAsgfPlRArmWVp6UpUpKzsc28OqR9YWDgF+obHhOFkkqRKGkqROekJSUWwrbvcOZxF2BzZf4fKgke4fUurSu3XtYIGxPSTkZtweuDN95YWF5zbhIqaOkpCdluGQDnvrsexS6khKbEowVZb+6fG/k4Kiv7z8KlHu2DQ6gZj2vSXAtUaeK272Xw/JrI36Q995k0y4Ho4VKSnpSkpCLlDg4DfAgBp/PVyFKAnM+dez8CLZ7D+azx4ahOTd5LFLKM7bdpSclPN0ZPGkNZyPSmcLBHXu3xYPJg7kBW4ojvgtz2RM9CZQPYaOIn/vkxfRkHCE6fdyoxJ6UucJaGRcDW3BL8Wdl2O6Nz9XWsyNemGfml6I9mXYxPDemvq54BuWwoA45YezrIqtPnpQzw3ZS0gySEPlt/+df1/7ZZ+3dHnURSaQOaaPpw5cSyjRdpZsu+Pq4nmj3vnZYGKVyo9+I5+iha/TbH5N27wJPytAOdgnJJmjDjz7EcDCoOpc3qwd66nD4wFz8zyPHzkX/7Lbdye9jH+Q7lC0UJeXRU5cT5bgvZL9s5UmZ64JBdyPnYnv6+ZQTbSAfD71wgKLOc67fHisp4VMhJxRNFSnzg2co1wvqN0n3xnWZbyDpvA1QQEeBK3vvy7iwEFbrkjwnsAnABqGtVu/8RiVbpMR7ZKruxCSPdm+Ve/PwiYveFx3EXvEbp3sHtBkYBV56597oc8cvJq27Vbz8efujLvK9zz8UqyKyY0/f+I/fcEd04sKVRr4XEr6hpKQH1mhw+55t0Zu//rboFQbvP9aFKHKeHvpiF3lShnKwSwjAelKsnkIMB/uhl94Rra4NVSuOec71c7Ey/5OPnxsZJeXUsGC4mFNSHtrtT0l58+7Z6Idfekf0L+/aZ/w1ZnJ+4nhe+ygWahrORqQznpQif8eAjYFLBq2F5cGg4HtAyA6em4eFmFCUlPPDAtGgiJdKz/sElDf42aDyEmViV5SUSNWW9wyelG0W6HYPfanO5Fq+BoFL48bPIBZqOOGtK2xBCY1FJ5TRJGBPytj3sP3xbZTYNzcd/cL9z436DN77vr/7WdWLb6CkREFUFOrcGPUbqGff/PW3Gxd80ElRme4dyMEuIQLWIbEnZYCJyd/w7Ou8fW2M5c/auy16MCfMwR4o9L26KVuGe2o5dDt6eqCkRIiQL3Bdf+DFt1p9jbySEgX1PneLNAWvIOlUmIV4dED+LiwsrTWspBx4gmV/r01QWELxDp8r9ecMZxL3qWQtQ/yVQmldkgUFFlpn55fi8Jo2gx3AqYx5vihwbTwpQV3LN74PlNB33jAX/FgzikhREuPbIEGa94iQkEHCd+xJubIa+1OiPZKQKk/q/AGlrJmg2upjFw7pNpOwesqme4/QugThOVirHz+fKvOXV0ZASTksSKNIuW9uS/CHb4kn5VBJCWuCkIrpXaWfTzkx96QMfPC/exieg5MlQYxqfS+uUm+UsIJzpjMFIhSawEzgA7qtJ2gdogoIRUkpzwkWG1AcSqGwDYp8qXAyi89l+g5NT4hpdHWREgpohILIe0zCYmKoUIb9R5fDWQgZFXZMT8RWG7A4waaIRv2kChyQYh2CA8N89wnWS3x+SGigKDkIzhk9tXhRYGy8Ngtg7+lbDIQx6rFT852whkrSvTNKypBsCboKryDplJISgxXam7JFSizQs4US/94oq/EAiqKlb2N8FSTsBAVK8absp5Jy/QlbFeKvFErrkrR7Pz30KWtTSVnU7p0ocC2Cc1SKlPLe3j00BCdhIeM/PBFRtGaRkpCwgSclOHHxCjdFpJZds1PxGko20wKK3KEc6hKSBesQ2Gyl7d6jpaQED2a6B0cj3Xs13qNcXFyJDnlM9nbFhnRvKimd0M+nnFgE57RfdKsrFGLQ/sxTFxJFXVPBOQCDDibKkCaJtNV2JbkW/SxSpidsdYTmryTv1YlhywZartpC0r2z5vnzQ19X0+dG/p6049QVKcW2gYSFjGmXhy0ro7QZIKTLaeknLyxyU0TUDylzvpQXF5eDWS8RUqiklHbvETqMuXXP1tjvUJSUODxGTs9ET9dm2X3e0WFozsEOFCkTJeUi071dwitIOqWkBIf3z8UFyi88fbGFIuUgZS4kvzYpEOE6JNdios9KSnVPylCUARObB8/KiYuDwmCb7d7Y1MJ7CgE+gu07lKh5a5SU8JKFh5pPE2xijrQQXRoW+bnIIiRsMJ6CS4srI7V5J2bIAempXMI3lZQkVLDXCjU4xzdYq9+1fy761LHzcYGyKyG3LrIHHhuG5hzqQLv3lthqJaOkZLq3E7iiIes8KbtQpMzL36XFuYkBQSbLkPzaZjIFImnb7WO6t44n5YXAPClhC4DFBhYZbbd747PsnFlvnm/73KTt3oPrXgTuGxTQ8KOk71WYyMIXBQ/QV98jQvpWpJSNEiF17d55T2p4v2HMp5KShAjWISj6iJJy1GwtsOeFPcPDJy+l+RG9b/fulpIS+yrsxXGfMJ7ieeUhvz28giQGpzMoouBXV4qUIn8XT8rmlJSrAyVlIJOEFJZwHRJ/zhFv94YnJZ4H8YIMgezJZ5vt3tLydTqT7p3YBBgW+rPhTWVA+Yz3Rt5fEh4Y/1E/vjwsNodyEEMIKWbHdDqXUElJ6pC1x5ms3cvSwIN4G4uUJEAG4pDV6MoIKinz4TlI9u6KoMh2nydKyi4E54DZqfE43XsUvVN9wStIknTfrsjHd2+divbvnE6KlGmr6nhjnpQhtXtvyaZ7N9j63jSyAYMhsYonZWiqgOyiQnwh20z4ziopbAv9qWl0eZFSlM/3sEgZLFC44jkVX51R2wwQ0jXmMkpKbopIHbuHa4+s3Uto9jiEFNlsjaInZb57EHv1PhcpISzBYTnuNZSUe7ZNxcW/LoDPCSXlKKbQ+6KfTznRJqQgGNVB++FnLkUXryzHxTmof5poAZCUOVyvYJSU69q9hwEoPRwcdT0pQ1twZ5+XnZmNZRvAExOpeXItbVPhk3bviuAcOVR47n4me4cMnlMJngrlIIYQUsyOYXAO4KaI1LFrqKTMHlImQYOZZ4mQoJSUq2txC/AoHp7um9sSXbttaqCkFGu28W6IikzYMr45Vs1CSdmFZO/sPuhyZl/FQ0N7eAVJTEjty6ry96tXo+hTT56Pi3MoyjXhc5ekzAWkpByVdG8dT8pYSRnYgnt8qFRGgbLtNnTxxBRfStt278RHpkpJ+cS56MCu6VZDg0g9UNRLuncoYxwhpJgdM5l2b76vRHnuX1xnjwO2B3awSwiYHB+L93tiQzNq4xz2tvBy//zTFxPVc5f267pMTYxFJy9cic7NL3em1RvMTo7HvvzS7Yefg9jR36ec9F5JKYUPKCmbam/GoAMZekjBOYXp3j0MztHxpLwYoJJS3q8QinSyURE1xbyz4JziIiUWVo88cyleaJGwwXMq7f99XggT0geyhaVRUxgRswPFrVPj0enLBUrKwCxyCMmuQyQQc9SKlODwgbnYNxZ7XtCl/bouuL/YL4BDuzukpJyCkhLt3sOApxF8Tl3DK0hST8oOycfvvGF77FsB+fv88kpjbU7ijQI1Xygenlk/wCZDhNorUla3e+PeoC0ktAW3LLTgB9k2UiiVjYoE3ti3exene3/62Pn4JPww/SiDJ7v4DeUghhBSDFT5ciA3al5txAysQehJSbqCrEOg+MU+oImuudA4fGBn/M9PHD3b+yIl9vPivdk1JSX24CLWoJLSnv4+5USLQdGtO48DCnO3X7ctOvLE+UaVlJgsV9auRleWV+MWhBCQnx2fybbYFDKiEqlr94aKMsQFt7R7I1k7lIRPSfi2DVyqS/eW0Bwme4dPtjA5iooFQrrGjqHHMZWURHX+X9fuTU9KEjCyDsHaflTXJHcNvdw/fvRM/M9QRDI+yN7jrnlSgrPzgz3oqD6rLuEVJDEhBcHoyN+fvnAlevLcQjTdUHtztuU4lOslKtL17d5jvS2e1LV7h7rgTtq9W072LvKk9J3uDcUzlM/PuX674ScmTZFd/FJJSUj47JgejOfcFBEVsAaB1ctVtDdkPClDO9glJDuuYW0/quFgc9MT0c3XzkbHzi70fm2Wncdu7JKScphCfna4r6KS0p7+PuVEC3gsdklJCcTfDq29knDtm6xSIZQNQdYPcGHYbrulh4oKVU/KUJWUEwG2e0vLl20qvPy9MiUlFM9QPvfRK7VvZOeBUMY4Qki9knJUN/BE/5ASHUEXFgbzPj0pSchMZpWUI2xpgcBYoWv7dR2kuIdxqktjkuzFRfzB9bM9vIIkE5zTLfl4tnW0seCczKATyklWUiBaHqR7b5nYHG3e3K17qQJ+LoDgoipk4R3a5DbRgXZvU5sAqCTxPogiM8vT56/Eimf6UXYDelIS0j2VDeCmiGjN/8OWb3pSkpCRrjUIUkbZ0iK75+11kXI4j3XJjzKrpGSR0h28giQNzunYoHfbnq1Jga4pD8bsoBNKURcFSRTwpN27r2q1ybHBPV5c7bqSsv12721T4/HzK5PpfNLubX7NcFAwP1RkZpE0QtgzkPDJ2ljIO0cICZfEk3KEVUbEPDhPlJTbAjvYJSQ/rolYYRRZX6QMY//pAylEd8mPcp2Scn4wrrKzwZ7RfdvJOpbhsdixqj9SLe+6Yc6qTbUPSkopLsXt3kurjV2LthYqi8t1npTLYXtSBqCkRDoifKlOZdK98TxDEWkKLBeK2r2PMDSnU0yMp88Aix6EdMeTso82L8SfJ7V0UsCTEsWfkNa0hBQdnI6ykvLL9m1LrkUomQg+kEL0wY4VKWcnc56UHE+t4RUknfWkBHcP1VmNtXtnCoAhqYxQmIzTvZebSzoP15NS2r1DU1KG0+4txVLZpKC4aPvcQM1cFJyD0Bx87dv2bLP6+qSFdu8OzgmEjBpUUhKzdm9RUi4HZ49DiDAZYBZAG6BA+2XD8Mku7te1lZS7u9XuPTM1tm5cHeWCuivC2sWT1uiiJyU4fGBnFEWPNpbuva4VMqDJUgpEKDaFUgRzjQz4f/PIqeiHfvdI6Z/77FMXgmxdCqndWwJ8Hj11OWn3tlXgQs0r7ePC2trV6J+OnY/uvGHOSqVJmoOelIR0ix0zku7NTRGpR8L7kPAtqcmh2eMQUrQOGfUW2sP75+KD/4ker83ksK1r7d6zOSXlKFsTuIKzEolW165Ga1e7eTLzVTfvivZu35K0ffsmq1SYDKioC6UaFpzwBNwyMR31EZyg3rR7Ni6sPXZ6vrad6fodYV2Hu/bPRY+fmY92BNKGvnvr1NDHdCVO97b1dRU1b5YvnboUXVpcYWhOhwj1IIYQUsxz98/F4TloByREZe4HZzJKyn1zYa2XCClah4yykhK89M690R88+FR08+5uFfB0eO4Nc9FfXzMT3bpna9QlpBvt7NCTkoeG9rBISWIVZVdb+7DY+rsfe0lj3y9UT0oUiFBsGgTn9HNgREDQn7/1hRsKYUXg3oRWdP93L7o1/hWeLxWK26tJy6DLdu8Hnzgf//Pu/SxSdoWson7UNwSEdIHbr9sWHfnfvrHtj0E6ws6h8vbU0O4FFjl37A3j8JSQPNl1yKivSb7mlt29H+u//StvjH91DUn3Pjs/yEWg/Yo9LFKS2I8ShFbUCZHsyUhIRUoUJi8vrsb3sq/p3gAtwzIREDt2DW0BoKaATcD1lkoKPIPwREWLNwrKAG0pWe9YEj5s9yaEkP6CcR2e3TighEgBh4ts9yahwnZv0gVEIITuVMBn1R7uQEic7J1PdSX1k2VIylMUJqXYbNu2S0aD3UNvzNOXF+NNinW79/DvX1lJ1ZQPPnEuVjvfEFjrPSkn63U0FVA4GCGEEDdgXsYB5aUkaJBKShImU+vSvcPZdxGSJS+g4bNqD68giZZXB1V/KinryQ46IRkXZwtMfW33Jn4SPk9dXHKSCi9/X1q+0Zb/ueMXosMH5qJNm3gA0hXoSUkIIf2f/3FAeeHKoDURykpCgvekpDqNBEp+D8UipT28gqTTnpSttnsHdL2yycy2Kc1ktBI+nzy3EP/TRbo3QOs4+OzxC9HK2lX6UXbYk5JFSkII6ef8DyXl+YVhkTKQQD9CKtu9uSYhgZK3WmO7tz182wk9KU3TvQOaLLMnOGz3JjoJn0+cnXfy3MiEDFXmej9KFim7hMwD45s3xR6whBBC+sU1W6ciWKc9fmYw/9OTknRBHEIlJQkVrJe3DGsEWDpjDU3sCKfKQlpXUrJIWU9WPRmSlJvt3sS03fvY2YGS0nW7txQpn7ufoTldQuaBkA5hCCGEuGP3sJPi6KnL8T/pSUk60e7NdQkJmNmhmhKFddpc2cO3nUTLK0NPSgbnaCkpQyrqrldS8kScqLUm4NTv2FBJYfvcpEXKgRH/kWPno5t2z0Y7ZgabIdKtDQGLlIQQ0m+7l0dPUUlJwoaelKQrzEwNnk9RVBI7eBVJ0u4dksdiJzwpA9rEZwtMM5zEiSLXzE5FT1+44kRJKZ6W8KQ8N78UPXrqcnQ3VZSd9aTkfEAIIf1t9wZHTw+VlPSkJIESagcbIXlmM0pKYg/fdpIG53DwryU7QYa0ic8WJtnuTXRavuFL5abdezxp94aKEtCPsnvIuJZVjRNCCOmf3QsOEwGVlCRUsmsRFilJyMg+iutnN3BWIvSk1CBbyJ0M1JNyC4uURJFrhi1fLpLopic3J0pK2fgcZpGyc0xIuzfnA0II6W0XBUDCN6AnJQmV7FqEickkZGanBmW1LVRSOoG7EMIipamSMtAiJdu9iW7Ll5t27/Ek3RuhOWgb/rJ9260/I2krOIfjCCGE9FlJKVBJSUKF7d6kK1BJ6RZeRRItSXDO0IuMKHpSBtvuzcUm0VdSukz3PnLsXFyg5Kl395BxLaRDGEIIIe7YOTMZSfjs5k2plxohobF586Zkf0qvPxIys4knJdfPLuBVJKknZUBFt1DJFnJD2sRnC5NZVSUhqmoKUULaFikfOnkxOnVpKbp7P1u9u6yknOJ8QAghvWRs86a4UAm2To3HhSBCQkX2p0xNJt1I9+Y+3AV82wnbvTXYtGlTckISUpFyXbs3i5RE05fKSbv38O//3SOn438yNKebJIoFbgYIIaT3nRTb6EdJAmdqWPShkpKEzCyVlE7hVSRpkZIvlRJJkTKgom62wMQiJVFlV0ZJ6Srd+6nzV+J/Hj4wZ/npSBswOIcQQvrPrmGRcvs0i5QkbGQ9wsNTEjKyD2Ix3Q1820m0tEpPSpMTvZCKutMZaTll5kSV3RklpXW6d+bvo33s5t1brb4eaQd6UhJCSP/ZPQzOY2gOCR1Zj3B/Q0JmdtjuzWK6G3gVSbS8Qk9Ko018QNdLWm1hK0SZOTHxpLRVUsIrSIz4n7t/jh5XnU/35jhCCCF9n/+3s92bBI6sR7i/ISEzO0UlpUs69ba/6U1vig4dOhT7Aj744IPJ7z/00EPR13zN10S33357dO+990af+cxnSr/Gr//6r0e33XZbdMstt0Svf/3ro+Xl5WjUoSelHnJCElKREhM3akKQmuP9IESn3ctFKjyeO1FTHqYfZWcRRX1I4xshhBBP7d5UUpKutHuzSEkCRsQefE7d0KmreP/990cPPPBAdPDgwXW//8Y3vjF6wxveEH3xi1+MfuRHfiR69atfXfj3H3300egnf/Ino4997GPRww8/HJ04cSJ6z3veE406LFLqgRMSbORDUoqhQIQiE5O9iQ5onUFrNuraLlITZYJmaE4P0r3ZrkIIIb3lmmG7Nz0pSejIeoTt3iRkZodiDz6nbujULuS+++6L9u/fv+73Tp48GX3iE5+Ivvu7vzv+71e84hXRE088ERch83zwgx+MXvayl0V79+6Nizrf933fF73//e+PRh3xpJwcD6foFjI4IQmxoIsCJUNziEnLFxSQLhS4UiSnkrK7SFvV5BjHEkII6Su7k3RvKilJ+EpK6ELGAxKHEJJnRjwpqaR0QuevIgqS+/bti8bHB5MsNto33nhj9Pjjj2/4s/i9rAoTreNFf27UoJJSj7npifhXaOyamYx2zKTtu4SosG9uS7TT0XODr3PDjunouu1bnHw90jxQ1oIQxzhCCCFu2Ldjel2ADiGh77toZ0W6YKHB9bMbeHxWwjve8Y74l3Dp0qWor7z4jj1xgWtnxp+OlPOfX/ac6OKV8LxM//dXHo7GmdBONPkv/+quaH5x1cnX+sX7745W1wbKbNJNrt8xHb33NV8Z3b1/ru2PQgghxBMY49/9PV8efe1tu9v+KIRU8hP/8tnR6cuLbX8MQip51t7t0a+96iuir77lmrY/Si/ofJHywIED0fHjx6OVlZVYTXn16tVYHQk1ZR783iOPPJL899GjRwv/HHjrW98a/xLybeZ94itv2hX/ImrctHs2CpFnX7+97Y9AOsgt12519rXu2LvN2dci7fHC269t+yMQQgjxCFRpL33O3rY/BiG13HjNTPyLkND5+mdf1/ZH6A2d7+/ds2dP9LznPS963/veF//37/3e78UFxVtvvXXDn4Vf5R/90R9FTz/9dFzMfNe73hV9+7d/ewufmhBCCCGEEEIIIYQQ0skiJVK8UYA8duxY9NKXvjQpRL773e+Of91+++3Rz//8z0e/+Zu/mfyd173udXFhEtx8883R2972tugFL3hB/Hevvfba+GsSQgghhBBCCCGEEELaY9NVSApJLVIcJYQQQgghhBBCCCGEuK2vdUpJSQghhBBCCCGEEEII6R8sUhJCCCGEEEIIIYQQQlqFRUpCCCGEEEIIIYQQQkirsEhJCCGEEEIIIYQQQghpFRYpCSGEEEIIIYQQQgghrcIiJSGEEEIIIYQQQgghpFVYpCSEEEIIIYQQQgghhLQKi5SEEEIIIYQQQgghhJBWYZGSEEIIIYQQQgghhBDSKixSEkIIIYQQQgghhBBCWoVFSkIIIYQQQgghhBBCSKuwSEkIIYQQQgghhBBCCGkVFikJIYQQQgghhBBCCCGtwiIlIYQQQgghhBBCCCGkVVikJIQQQgghhBBCCCGEtAqLlIQQQgghhBBCCCGEkFZhkZIQQgghhBBCCCGEENIqm65evXq13Y/QDaampqJrr7026iuXLl2Ktm7d2vbHIKRR+NyTUYPPPBlF+NyTUYPPPBlF+NyTUeNSh5/5Z555JlpcXCz8fyxSkpj9+/dHx44da/tjENIofO7JqMFnnowifO7JqMFnnowifO7JqLG/p888270JIYQQQgghhBBCCCGtwiIlIYQQQgghhBBCCCGkVVikJDFvfetb2/4IhDQOn3syavCZJ6MIn3syavCZJ6MIn3syary1p888PSkJIYQQQgghhBBCCCGtQiUlIYQQQgghhBBCCCGkVVikJIQQQgghhBBCCCGEtAqLlCR66KGHoq/5mq+Jbr/99ujee++NPvOZz7T9kQhxypUrV6Jv+7Zvi5/xu+++O/qGb/iG6OGHH47/38mTJ6Nv+qZvim677bbozjvvjP7qr/6q7Y9LiFN+8zd/M9q0aVP0B3/wB/F/85knfWVxcTH69//+38fP9l133RV993d/d/z7XOeQPvOhD30oet7znhcdPnw4HtPf+973xr/PsZ70hTe96U3RoUOH4rXMgw8+mPx+1djOcZ/08bm/UrGn7dO4zyIlid74xjdGb3jDG6IvfvGL0Y/8yI9Er371q9v+SIQ4B8/4F77whejIkSPRt37rt0ave93r4t//0R/90eirv/qr48UMijnf+Z3fGS0vL7f9cQlxwtGjR6P//t//e/yMC3zmSV/Bs43FPNYzn/rUp6K3v/3t8e9znUP6CqIFUIz/rd/6rXgT+z//5/+Mn/eLFy9yrCe94f77748eeOCB6ODBg+t+v2ps57hP+vrcv6FkTwt6M+4jOIeMLidOnLi6bdu2q8vLy/F/r62tXb3uuuuuPvTQQ21/NEK88fGPf/zqwYMH43+fnZ29evz48eT/3XvvvVc/8pGPtPjpCHHD6urq1Ze85CVXP/GJT1x94QtfePV//I//Ef8+n3nSRy5duhSvZ86fP7/u97nOIX0Gz/OuXbuu/uVf/mX830eOHLl6/fXXX11cXORYT3oH1u6f/OQna8d2jvukr8991Z4W9GXcp5JyxHniiSeiffv2RePj4/F/Q4Fw4403Ro8//njbH40Qb7zzne+MT55Onz4dny7t3bs3+X+Q1fP5J33gHe94R/SCF7wg+vIv//Lk9/jMk77yyCOPRLt27Yp+9md/NvqKr/iK6Gu/9mujv/iLv+A6h/QaPM8f+MAHope//OWx2uaf/bN/Frd7Q0nJsZ70maqxneM+GbU9bd/W+IM3lxBCRgRsYOHdgc3rwsJC2x+HEC98+tOfjn7v936vs140hOiysrISPfbYY9Gzn/3s6Od//uejT37yk7FX0x//8R+3/dEI8frc/8zP/Ez0+7//+9F9990XffzjH49e9rKXrfPtI4QQ0u89bd+gknLEOXDgQHT8+PF4kSPeNqi247SJkL4BfzIs5D/84Q9HMzMz0TXXXBOfsj799NPrPPz4/JOu87GPfSx+lmGcjVPUv/u7v4s9bH7nd36HzzzpJXiGN2/eHH3Xd31X/N/33HNPdNNNN8WFS65zSF9BMfKpp56KC5QAASH79++P/umf/oljPRnZPSz3t2TU9rSgT/taFilHnD179sSJgO973/vi/4byBoubW2+9te2PRojz1tf3v//90Uc+8pFox44dye//63/9r6N3vetd8b9DgfDkk09GL3zhC1v8pITY8/3f//3xAh2LE/yCifZ73vOe+Pf5zJM+snv37uglL3lJ9Kd/+qfxfz/66KPxL1gecJ1D+ooUYz73uc/F/w1VDawP7rjjDo71ZGT3sNzfklHc04K+jPubYEzZ9ocg7YJ0KCSewcdg+/btcRLUXXfd1fbHIsQZx44dixfyN998c7Rt27b496ampqK///u/j06cOBF9z/d8T7yZnZycjH7lV34levGLX9z2RybEKS960YuiN7/5zdG3fdu38ZknveVLX/pS9NrXvjY6depUrKr8qZ/6qegVr3gF1zmk12CzirY/PPNra2vRf/pP/ylOdOVYT/oCkrph3QGFGNRiWMujIF81tnPcJ3187j/60Y+W7mlBX8Z9FikJIYQQQgghhBBCCCGtwnZvQgghhBBCCCGEEEJIq7BISQghhBBCCCGEEEIIaRUWKQkhhBBCCCGEEEIIIa3CIiUhhBBCCCGEEEIIIaRVWKQkhBBCCCFBc/bs2ejy5cttfwxCCCGEEOIRFikJIYQQQkjQfP7zn49uueWW6J3vfGe0uLio/PeuXr0afcu3fEv013/9114/HyGEEEIIsYdFSkIIIYQQEjTT09PRiRMnoh/90R+Nfu/3fk/5723atCl685vfHL3whS+MfuZnfsbJZ7l06ZKTr0MIIYQQQtbDIiUhhBBCCGkcqBxVmZiYiP/5mte8JvrO7/xOre/zkpe8JPo3/+bfRD/5kz8Z/diP/Vhkw0c+8pHo5ptvjv72b//W6usQQgghhJCNbLqqs0IkhBBCCCFEAbRYHzlyJHrta18bTU1Nrft/H/3oR6Mf/uEfjlWRN954Y+3X+sIXvhA961nPin7gB34g+pVf+ZXaP7+6uhqNjY0l//3FL34x/vvj4+PRxYsX49/7V//qX0V/8Rd/ER08eDDavn17/P/qOHbsWPTkk09Gt912W/TpT386mpycrP07hBBCCCFEjfrVGCGEEEIIIQZt0Sgq/tzP/Vx0ww03rPt/X/rSl6Jnnnkm+sZv/Mbon/7pn2qLfdmCowr/63/9r7gIil8ve9nLottvvz160YteFD3yyCNJwfQP//AP16k0VfjP//k/R29729ui3/iN32CBkhBCCCHEMSxSEkIIIYQQ50jxD0pKFPeKin2//Mu/rFTs27x5c6FaEp6TRf9vy5YtsZITxdDdu3dHL3jBC6K3vOUt676XTnGy6OsTQgghhBC3sEhJCCGEEEKco1IE3Llzp9LXQjEyC1q2X/nKV0Y7duyI3vve9274XvLfL3/5y+MCJUDKNyGEEEIICRcWKQkhhBBCiHOKFI55nnrqqejrv/7raxOzFxcX439+8IMfjD7xiU/EvpDwhwTnz5+Pfx8J4Crt4R/60IdiJeTXfd3XFf7/48ePx6rLd7zjHdH1119f+zMQQgghhBA3sEhJCCGEEEKco+IjiSLgL/7iL0ZLS0uxb+Tc3FxhcfPo0aPRTTfdFN1///1KwTlVBdKHHnooevOb3xw997nPXVfYzH6vEydORJ/5zGeiBx98UNsPkxBCCCGEmMEiJSGEEEIIaUVJCe655x7n37uqsCgp3u985zvjMJ08b3/72+PAHSgpWaAkhBBCCGkOtdUjIYQQQgghHSHvYZlFNTDntttuc/iJCCGEEEJIHSxSEkIIIYSQRguFeT7/+c9Hv/Ebv9HI9xYlJSGEEEIICQuu0gghhBBCiDd+7dd+LfqTP/mTdb8noTfCHXfcEf2H//Afoj/+4z+Oi5XwpvQFi5SEEEIIIWFCJSUhhBBCCHGOqBlf97rXRX/3d3+37hd+L/9nUcz80z/90+jee++NvvSlLzn53jbt3mtra1afgRBCCCGE6MGjZEIIIYQQ4pyrV69q/fmDBw9Gb3rTm6Kf+7mfi77lW74lOnLkiBfVo3zNf/fv/l20ffv2Df//+PHjRp+fEEIIIYTYQSUlIYQQQghxjkmRD0VKJGp/9rOfjT73uc95UVKurq7G//zVX/3VDQpP/ELbOaCSkhBCCCGkWaikJIQQQgghQbB3797oxS9+cfT4449Hz3rWs7wUSFdWVpS+hhQzCSGEEEJIM7BISQghhBBCnKOiRCwqJv70T/90tGPHDmXvSF2Wl5eV/hyLlIQQQgghzcIiJSGEEEIIaaVIWfRnnv/851t/bxdKStU/RwghhBBC3MAiJSGEEEIIacWTsg21ohQf64JzlpaWGv9shBBCCCGjDIuUhBBCCCHEWzHw137t16I/+ZM/Wff/jh071lohUD4XgnNe9KIXbfj/b3/726Mf/uEfZpGSEEIIIaRhmO5NCCGEEEK8FQNf97rXbUjQxu+BxcXFxlvN8bm++Zu/ObrjjjsK//91110Xvec973HSdk4IIYQQQtShkpIQQgghhDinztPxpptuim644QYv37uqjRxt3m95y1tK///3fM/3ePlMhBBCCCGkGiopCSGEEEKIc6CS3LJlS/RlX/ZlG/7fd33Xd0Vf+MIXojvvvFPpa124cMHID7OoZXtqaiqyTQbfvJlLaEIIIYQQ11BJSQghhBBCnPOc5zwneuihh6L9+/dv+H+33XZbZUHy1a9+dRxqA6Xltm3bog996EPx/5ubm9NScV65csX48x85ciT6hV/4hbjQevDgwWjnzp3R7/7u78b/75prrjH+uoQQQgghpBgWKQkhhBBCiHNuueUWo7+H4uQHP/jB6G//9m+jX/zFX4z+8A//MPl/3/iN36hVpFxYWIhMufvuu6P3ve990Xvf+97oB3/wB6OLFy/Gv3/rrbdGBw4cMP66hBBCCCGkGPaqEEIIIYSQoEA79Qte8ILoD/7gD6If+ZEficbGxqL/8l/+S/TCF75QudUcxc57773X+nP823/7b6M/+7M/i8bHx+PWdRRQ2e5NCCGEEOKeTVfFtIcQQgghhJDAOHv2bHTq1KnKFvE8UD2iqDg9Pe3sc/zDP/xDdPjw4bhgSgghhBBC3MMiJSGEEEIIIYQQQgghpFXYq0IIIYQQQgghhBBCCGkVFikJIYQQQgghhBBCCCGtwiIlIYQQQgghhBBCCCGkVVikJIQQQgghhBBCCCGEtAqLlIQQQgghhBBCCCGEkFZhkZIQQgghhBBCCCGEENIqLFISQgghhBBCCCGEEEKiNvn/AMy4FYCQq7LTAAAAAElFTkSuQmCC"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 22
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T03:12:46.589928Z",
     "start_time": "2025-02-10T03:12:46.462595Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 一图多线\n",
    "\n",
    "y1 = [1, 0, 1, 1, 2, 4, 3, 4, 4, 5, 6, 5, 4, 3, 3, 1, 1, 1, 1, 1]\n",
    "y2 = [1, 0, 3, 1, 2, 2, 3, 4, 3, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1]\n",
    "\n",
    "x = range( 11, 31 )  # # 设置图形\n",
    "plt.figure( figsize=(20, 8), dpi=80 )  # 设置画布大小\n",
    "plt.plot( x, y1, color='red', label='自己' )\n",
    "plt.plot( x, y2, color='blue', label='同事' )\n",
    "# 设置x轴刻度\n",
    "xtick_labels = ['{}岁'.format( i ) for i in x]\n",
    "my_font = font_manager.FontProperties( fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc', size=18 )\n",
    "plt.xticks( x, xtick_labels, fontproperties=my_font, rotation=0 )\n",
    "# 绘制网格（网格也是可以设置线的样式)\n",
    "# alpha=0.4 设置透明度\n",
    "plt.grid( alpha=0.4, linestyle='--' )\n",
    "\n",
    "#  添加图例(注意：只有在这里需要添加prop参数是显示中文，其他的都用fontproperties) # 设置位置loc : upper left、 lower left、 center left、 upper center\n",
    "plt.legend( prop=my_font, loc='upper left' )\n",
    "\n",
    "# 展示\n",
    "plt.show()"
   ],
   "id": "94fb45e06dccefa",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 29
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T03:24:43.055535Z",
     "start_time": "2025-02-10T03:24:42.820598Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# （一图多个坐标系子图）\n",
    "import numpy as np\n",
    "\n",
    "x  =  np.arange(1,  100) #划分子图\n",
    "fig,axes=plt.subplots(2,3)\n",
    "ax1=axes[0,0]\n",
    "ax2=axes[0,1] \n",
    "ax3=axes[1,0] \n",
    "ax4=axes[1,1]\n",
    "\n",
    "plt.figure(figsize=(20,10),dpi=300) #作图1\n",
    "ax1.plot(x, x) # 作 图 2 \n",
    "ax2.plot(x, -x) #作图3\n",
    "ax3.plot(x, x**2)\n",
    "ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3) #作图4\n",
    "ax4.plot(x, np.log(x)) \n",
    "plt.show()"
   ],
   "id": "41122d98453f543e",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 6 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 6000x3000 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 42
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T03:27:50.517843Z",
     "start_time": "2025-02-10T03:27:50.309170Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = np.arange(1,100)\n",
    "\n",
    "#新建figure对象\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #新建子图1\n",
    "ax1=fig.add_subplot(2,2,1)\n",
    "ax1.plot(x, x)\n",
    "#新建子图2\n",
    "ax3=fig.add_subplot(2,2,2) \n",
    "ax3.plot(x, x**2)\n",
    "ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3)\n",
    "# 新 建 子 图 3\n",
    "ax4=fig.add_subplot(2,2,3)\n",
    "ax4.plot(x, np.log(x)) \n",
    "# 新 建 子 图 4\n",
    "ax2=fig.add_subplot(2,2,4)\n",
    "ax2.plot(x, -x) \n",
    "plt.show()"
   ],
   "id": "1ff6b5ab34de3e1a",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 4 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 44
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T03:32:04.447436Z",
     "start_time": "2025-02-10T03:32:04.337866Z"
    }
   },
   "cell_type": "code",
   "source": [
    "y = [11, 17, 16, 11, 12, 11, 12, 6, 6, 7, 8, 9, 12, 15, 14, 17, 18, 21, 16, 17, 20, 14, 15, 15, 15, 19, 21, 22, 22, 22,\n",
    "     23]\n",
    "x = range( 1, 32 )\n",
    "\n",
    "# 设置图形大小\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "# 使用scatter绘制散点图\n",
    "plt.scatter( x, y, label='3月份' )\n",
    "# 调整x轴的刻度\n",
    "my_font = font_manager.FontProperties( fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc', size=18 )\n",
    "\n",
    "_xticks_labels = ['3月{}日'.format( i ) for i in x]\n",
    "\n",
    "plt.xticks( x[::3], _xticks_labels[::3], fontproperties=my_font, rotation=0 )\n",
    "plt.yticks( range(min(y), max(y)+1, 2),  fontproperties=my_font, rotation=0 )\n",
    "plt.xlabel( ' 日 期 ', fontproperties=my_font )\n",
    "plt.ylabel( '温度', fontproperties=my_font,rotation=0 )\n",
    "plt.grid( alpha=0.4 )\n",
    "# 图 例\n",
    "plt.legend( prop=my_font )\n",
    "plt.show()"
   ],
   "id": "bd38e641f50107fc",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 55
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T03:36:54.623023Z",
     "start_time": "2025-02-10T03:36:54.515518Z"
    }
   },
   "cell_type": "code",
   "source": [
    "my_font =  font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size=20)\n",
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=100) # 设置画布大小\n",
    "\n",
    "# 绘制条形图的方法\n",
    "'''\n",
    "width=0.3  条形的宽度\n",
    "'''\n",
    "rects = plt.bar(range(len(a)),b,width=0.5,color='r') # 绘制条形图\n",
    "plt.xticks(range(len(a)),a,fontproperties=my_font,rotation=0) # 设置x轴的标签\n",
    "for rect in rects:\n",
    "    height = rect.get_height() # 获取条形的高度\n",
    "    plt.text(rect.get_x()+rect.get_width()/2,height+0.5,'%.2f'%height,ha='center',va='bottom',fontproperties=my_font) # 设置条形的数值\n",
    "\n",
    "plt.show()"
   ],
   "id": "9bcf95d55903a6e",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 65
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T03:43:30.496275Z",
     "start_time": "2025-02-10T03:43:30.217053Z"
    }
   },
   "cell_type": "code",
   "source": [
    "time = [131,   98,    125,   131,   124,   139,   131, 117, 128, 108, 135, 138, 131, 102, 107, 114,\n",
    "119,   128,   121,   142,   127,   130,   124, 101, 110, 116, 117, 110, 128, 128, 115,   99,\n",
    "136,   126,   134,   95,    138,   117,   111,78, 132, 124, 113, 150, 110, 117,  86,    95, 144,\n",
    "105, 126, 130,126, 130, 126, 116, 123, 106, 112, 138, 123, 86, 101,   99, 136,123,\n",
    "117,   119,   105,   137, 123, 128, 125, 104, 109, 134, 125, 127,105, 120,  107,   129, 116,\n",
    "108,   132,   103,   136, 118, 102, 120, 114,105, 115, 132, 145, 119, 121,  112,   139, 125,\n",
    "138,   109,   132,   134,156, 106, 117, 127, 144, 139, 139, 119, 140,   83,    110,   102,123,\n",
    "107,   143,   115,   136, 118, 139, 123, 112, 118, 125, 109, 119, 133,112,  114,   122, 109,\n",
    "106,   123,   116,   131,   127, 115, 118, 112, 135,115,   146,   137,   116,   103,   144,   83,    123,\n",
    "111,   110,   111,   100,   154,136, 100, 118, 119, 133,   134,   106,   129,   126,   110,   111,   109,\n",
    "141,120, 117, 106, 149, 122, 122, 110, 118, 127, 121, 114, 125, 126,114, 140, 103,\n",
    "130,   141, 117, 106, 114, 121, 114, 133, 137,    92,121,    112,   146,   97,    137, 105,  98,\n",
    "117,   112,   81,    97, 139, 113,134, 106, 144, 110, 137,  137,   111,   104,   117, 100, 111,\n",
    "101,   110,105, 129, 137, 112, 120, 113, 133, 112,    83,    94,    146,   133,   101,131, 116,\n",
    "111,   84, 137, 115, 122, 106, 144, 109, 123, 116, 111,111, 133, 150]\n",
    "\n",
    "# 创建画布\n",
    "\n",
    "plt.figure(figsize=(20, 8), dpi=100) # 3）绘制直方图\n",
    "print(max(time),min(time))\n",
    "# 设置组距\n",
    "distance = 2\n",
    "# 计算组数\n",
    "group_num = int((max(time) - min(time)) / distance) # 绘制直方图\n",
    "plt.hist(time, bins=group_num, color='blue', alpha=0.5, edgecolor='black', linewidth=1.2)\n",
    "print(f'{group_num}在这里表示组数')\n",
    "# 修改x轴刻度显示\n",
    "plt.xticks(range(min(time), max(time))[::2])\n",
    "plt.yticks(range(0, 20, 1))\n",
    "\n",
    "# 添加网格显示\n",
    "plt.grid(linestyle=\"--\", alpha=0.5)\n",
    "\n",
    "#添 加 x,  y 轴 描 述 信 息\n",
    "plt.xlabel(\"电影时长大小\",fontproperties=my_font)\n",
    "plt.ylabel(\"电影的数据量\",fontproperties=my_font)\n",
    "# 4）显示图像\n",
    "plt.show()"
   ],
   "id": "ef85f55edd31b348",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "156 78\n",
      "39在这里表示组数\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 76
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-10T03:43:58.357174Z",
     "start_time": "2025-02-10T03:43:58.240306Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib\n",
    "label_list = [\"第一部分\", \"第二部分\", \"第三部分\"]  # 各部分标签\n",
    "size = [55, 35, 10]    # 各部分大小\n",
    "color = [\"red\", \"green\", \"blue\"]   # 各部分颜色\n",
    "explode = [0, 0.05, 0] # 各部分突出值\n",
    "# 绘制饼图\n",
    "plt.figure(figsize=(20, 8), dpi=100)\n",
    "# plt.pie(size, labels=label_list, colors=color, explode=explode, autopct='%1.1f%%', shadow=True, startangle=140)\n",
    "matplotlib.rcParams['font.sans-serif']=['SimHei']\n",
    "patches, l_text, p_text = plt.pie(size,explode=explode, colors=color, labels=label_list,\n",
    "                                  labeldistance=1.1, autopct=\"%1.1f%%\", shadow=True, startangle=90, pctdistance=0.5)\n",
    "plt.axis(\"equal\")  # 设置横轴和纵轴大小相等，这样饼才是圆的\n",
    "plt.legend()\n",
    "plt.show"
   ],
   "id": "9c71353c525cf7b1",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 77
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
